Restore GPT support for interleaved pipeline parallelism #6528
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
…sm in GPT Signed-off-by: Tim Moon <[email protected]>
timmoon10
force-pushed
the
distopt-async-comm
branch
from
a825f46
to
8357284
Compare
Signed-off-by: Tim Moon <[email protected]>
timmoon10
force-pushed
the
distopt-async-comm
branch
from
c3246e0
to
64b47e4
Compare
for more information, see https://pre-commit.ci
Signed-off-by: Tim Moon <[email protected]>
Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Eric Harper <[email protected]>
Signed-off-by: Tim Moon <[email protected]>
timmoon10
force-pushed
the
distopt-async-comm
branch
from
cdf8988
to
b40342b
Compare
|
The required changes in Megatron-LM have been merged in NVIDIA/Megatron-LM@d2de701. |
…a list Signed-off-by: Tim Moon <[email protected]>
Signed-off-by: Abhinav Khattar <[email protected]>
Signed-off-by: Tim Moon <[email protected]>
8 tasks
Signed-off-by: Tim Moon <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: ericharper <[email protected]>
…istopt-async-comm
timmoon10
added a commit
to timmoon10/NeMo
that referenced
this pull request
May 9, 2023
* Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
8 tasks
aklife97
added a commit
that referenced
this pull request
May 11, 2023
* Restore logic for data-parallel communication with pipeline parallelism in GPT * Support dynamic attention masks in GPT * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit * Distinguish between list of data iterators and data iterator that is a list * Create dummy iters to satisy len checks * Kludge while waiting for Megatron-LM update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
KunalDhawan
added a commit
that referenced
this pull request
May 18, 2023
* Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) (#6553) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by * updated ASR docs with the fastconformer hybrid checkpoints * added the fastconformer RNNT and CTC models --------- Signed-off-by: KunalDhawan <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> * Add scores for FastConformer models (#6557) (#6558) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Fix fp16 (#6543) (#6544) Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) (#6559) Signed-off-by: fayejf <[email protected]> Co-authored-by: fayejf <[email protected]> * Fix notebook bad json (#6561) Signed-off-by: smajumdar <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) (#6552) * persistent workers * fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Make KenLM with PC for AggregateTokenizer and merge it (#6081) * do_lowercase, rm_punctuation Signed-off-by: Nikolay Karpov <[email protected]> * support beam_strategy = beam Signed-off-by: Nikolay Karpov <[email protected]> * black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix config and^Cunctuation capitalization Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rm math Signed-off-by: Nikolay Karpov <[email protected]> * update kenlm Signed-off-by: Nikolay Karpov <[email protected]> * black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add opengrm Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * mv install_beamsearch_decoders Signed-off-by: Nikolay Karpov <[email protected]> * punctuation_to_preserve Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Only tikenizer opion Signed-off-by: Nikolay Karpov <[email protected]> * Black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * DEFAULT_TOKEN_OFFSET Signed-off-by: Nikolay Karpov <[email protected]> * aggregate_tokenizer Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * install kenlm with more than 5gram Signed-off-by: Nikolay Karpov <[email protected]> * install_beamsearch_decoders Signed-off-by: Nikolay Karpov <[email protected]> * ngram_bin_path kenlm_bin_path Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * black Signed-off-by: Nikolay Karpov <[email protected]> * fix greedy PC bug Signed-off-by: Nikolay Karpov <[email protected]> * move global params Signed-off-by: Nikolay Karpov <[email protected]> * fix description and perplexity Signed-off-by: Nikolay Karpov <[email protected]> * fix description Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * NEMO_PATH Signed-off-by: Nikolay Karpov <[email protected]> * nemo:23.01 Signed-off-by: Nikolay Karpov <[email protected]> * License Signed-off-by: Nikolay Karpov <[email protected]> * description Signed-off-by: Nikolay Karpov <[email protected]> * isinstance Signed-off-by: Nikolay Karpov <[email protected]> * refactor kenlm stdin Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * black Signed-off-by: Nikolay Karpov <[email protected]> * add cmd arg Signed-off-by: Nikolay Karpov <[email protected]> * use new iter_files Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * EncDecHybridRNNTCTCModel Signed-off-by: Nikolay Karpov <[email protected]> * punctuation Signed-off-by: Nikolay Karpov <[email protected]> * train_kenlm args Signed-off-by: Nikolay Karpov <[email protected]> * add docstrings Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add ngram_merge docs Signed-off-by: Nikolay Karpov <[email protected]> * ngram_prune Signed-off-by: Nikolay Karpov <[email protected]> * rename to ngram_merge Signed-off-by: Nikolay Karpov <[email protected]> * rename to ngram Signed-off-by: Nikolay Karpov <[email protected]> * add comments Signed-off-by: Nikolay Karpov <[email protected]> * Ngram Signed-off-by: Nikolay Karpov <[email protected]> * nemo_model_file Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * install_opengrm_ngram Signed-off-by: Nikolay Karpov <[email protected]> * install opengrm Signed-off-by: Nikolay Karpov <[email protected]> * rename to install_opengrm.sh Signed-off-by: Nikolay Karpov <[email protected]> * rm extra import Signed-off-by: Nikolay Karpov <[email protected]> * train_paths Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * text_processing Signed-off-by: Nikolay Karpov <[email protected]> * fix ngram_bin_path Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * DECODERS_PATH Signed-off-by: Nikolay Karpov <[email protected]> * farcompile Signed-off-by: Nikolay Karpov <[email protected]> * rm text processing Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * text_processing Signed-off-by: Nikolay Karpov <[email protected]> * AggregateTokenizer.DummyTokenizer Signed-off-by: Nikolay Karpov <[email protected]> * comments Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * TextProcessingConfig Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo Signed-off-by: Nikolay Karpov <[email protected]> * doc Signed-off-by: Nikolay Karpov <[email protected]> * types Signed-off-by: Nikolay Karpov <[email protected]> * nemo_model_file Signed-off-by: Nikolay Karpov <[email protected]> * rm assert Signed-off-by: Nikolay Karpov <[email protected]> * import kenlm_utils Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * return None Signed-off-by: Nikolay Karpov <[email protected]> * Copyright Signed-off-by: Nikolay Karpov <[email protected]> * 2022 Signed-off-by: Nikolay Karpov <[email protected]> * 2023 Signed-off-by: Nikolay Karpov <[email protected]> --------- Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: Nikolay Karpov <[email protected]> Co-authored-by: Nikolay Karpov <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * temp rtd fix (#6568) (#6569) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * [TTS] Add script for mapping speaker names to indices (#6509) Signed-off-by: Ryan <[email protected]> * whitespace (#6574) Signed-off-by: Nikolay Karpov <[email protected]> * Update manifest.py for speedup (#6565) (#6573) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths * Update manifest.py --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * More streaming conformer export fixes (#6567) (#6578) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * user selected max_seq_len should be less than model's max_seq_len (#6333) (#6386) * user selection should not break model max limit * eval max seq length --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Co-authored-by: Adi Renduchintala <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Framework for PEFT via mixins (#6391) * init commit ptuning via mixin Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * gpt ptuning places virtual tokens on the left only Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * encoder input modified when pre_process is true Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * optimizer group and state dict updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adapter ptuning working for pp>1 Signed-off-by: arendu <[email protected]> * adapter defaults Signed-off-by: arendu <[email protected]> * adapter ptuining config defaults Signed-off-by: arendu <[email protected]> * training works Signed-off-by: arendu <[email protected]> * loading and saving adapter only params during training Signed-off-by: arendu <[email protected]> * added checks and comments Signed-off-by: arendu <[email protected]> * clean up Signed-off-by: arendu <[email protected]> * checks for grad is None before calling all_reduce Signed-off-by: arendu <[email protected]> * load adapter .nemo file working Signed-off-by: arendu <[email protected]> * resume training for adapters Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * peft tuning Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor Signed-off-by: arendu <[email protected]> * file not needed Signed-off-by: arendu <[email protected]> * undo prompt learning dataset changes Signed-off-by: arendu <[email protected]> * undo updates to gpt prompt learning model Signed-off-by: arendu <[email protected]> * naming updates Signed-off-by: arendu <[email protected]> * decoding Signed-off-by: arendu <[email protected]> * predict_step in gpt_sft_model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removed inference from tuning config Signed-off-by: arendu <[email protected]> * no test in peft training Signed-off-by: arendu <[email protected]> * answer only loss and correct defaults for val_loss Signed-off-by: arendu <[email protected]> * hybrid adapters and ptuning Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval working.. Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * prepending tokens for ptuning Signed-off-by: arendu <[email protected]> * cleaned up eval config Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * default prompt template Signed-off-by: arendu <[email protected]> * Lora added Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Support synamic length with GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> * make branch functional Signed-off-by: Abhinav Khattar <[email protected]> * defaults to max_pad_length=False in GPT SFT dataset Signed-off-by: arendu <[email protected]> * adapter parallel_adapters to support Lora Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added early stopping by default Signed-off-by: arendu <[email protected]> * eval script for peft and eval config. bug fixes in predict step and added out_features to t5 adapter config Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * docs Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * better defaults Signed-off-by: arendu <[email protected]> * updates Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * docs Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> * cache and reuse inputs (#6422) (#6452) Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Pass `.scale` instead of scaler object to core (#6551) * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Update megatron_gpt_model.py Signed-off-by: Abhinav Khattar <[email protected]> * scale changes for main Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Documentation for ASR-TTS models (#6594) (#6595) * Add docs about hybrid ASR-TTS models * Add docs about text-only datasets * Add docs about ASR-TTS checkpoints * Add docs about ASR-TTS configs and training * Clean up * ASR-TTS docs: add to api, fix imports * Clean up * Wrap optional import * Revert general ASR import --------- Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> * [TTS] Fix aligner nan loss in fp32 (#6435) * Fix nan loss in fp32 Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update SDP docs (#6485) (#6596) * add info about SDP e.g. processor classes in docs * add link to SDP docs in README * address code review comments and add SDP overview diagram * Fix spelling typo --------- Signed-off-by: Elena Rastorgueva <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]> * Bug/typo fixes (#6599) Signed-off-by: Igor Gitman <[email protected]> * Manual garbage collection with an interval (#6469) (#6482) * Manual garbage collection with an interval * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use trainer.global_step for tracking the interval of GC --------- Signed-off-by: Sangkug Lym <[email protected]> Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Make tensor split contiguous (#6580) (#6593) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * [ASR] Fix for old models in change_attention_model (#6608) * fixes Signed-off-by: sam1373 <[email protected]> * done already Signed-off-by: sam1373 <[email protected]> --------- Signed-off-by: sam1373 <[email protected]> * Update manifest.py to use os.path for get_full_path (#6598) * Update manifest.py to use os.path for get_full_path Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py to get rid of pathlib Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Vahid Noroozi <[email protected]> * Cherry pick commits in #6601 to main (#6611) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> * revert partial Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * Create dummy iters to satisy len checks (#6600) (#6603) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * add GPT eval mode fix for interleaved to main (#6610) Signed-off-by: Abhinav Khattar <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) (#6588) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Not doing CastToFloat by default (#6524) (#6563) * Not doing CastToFloat by default * Added docustring * Dummy commit --------- Signed-off-by: Boris Fomitchev <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Turn autocast off when precision is fp32 (#6576) * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * correct auto-merge Signed-off-by: Abhinav Khattar <[email protected]> * correct auto-merge Signed-off-by: Abhinav Khattar <[email protected]> * add to GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * update core commit hash in readme (#6622) (#6623) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * add hat image to docs (#6619) (#6621) Signed-off-by: andrusenkoau <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> * Allow indices exchange via distributed (#6618) (#6624) Signed-off-by: Mikołaj Błaż <[email protected]> Co-authored-by: mikolajblaz <[email protected]> * Offline and streaming inference support for hybrid model (#6570) * streaming buffered for hybrid + ctc Signed-off-by: fayejf <[email protected]> * change default model_stride in eval.yaml Signed-off-by: fayejf <[email protected]> * add fc model_stride Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * check whether model and decoding match Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * streaming buffered for hybrid + rnnt Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * fix yaml Signed-off-by: fayejf <[email protected]> * reflect comment wip Signed-off-by: fayejf <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix Signed-off-by: fayejf <[email protected]> * refactor and verified Signed-off-by: fayejf <[email protected]> * add get_full_path to buffered Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * add RNNTDecodingConfig Signed-off-by: fayejf <[email protected]> * model name & instruction of changing decoding Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Patch decoding for PC models (#6630) (#6631) * Patch decoding logic for PC models * Patch decoding logic for PC models --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) (#6634) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) (#6613) * Restore logic for data-parallel communication with pipeline parallelism in GPT * Support dynamic attention masks in GPT * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit * Distinguish between list of data iterators and data iterator that is a list * Create dummy iters to satisy len checks * Kludge while waiting for Megatron-LM update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * bugfix (#6636) Signed-off-by: fayejf <[email protected]> * Disable interctc tests (#6638) Signed-off-by: Igor Gitman <[email protected]> * Add megatron_core to requirements (#6639) (#6640) * add megatron_core to requirements * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6642) * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove dup Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * sft model can use this script for eval (#6637) * sft model can use this script for eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * please fix me Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] Fix TTS audio preprocessing bugs (#6628) Signed-off-by: Ryan <[email protected]> * Move black parameters to pyproject.toml (#6647) Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS Models: Support hybrid RNNT-CTC, improve docs. (#6620) * ASR-TTS: support hybrid RNNT-CTC models * Do not warn on optional import * Explain adding options to config * Fix import guard docs * Add docs for ConcatDataset * Add explanation for sampling parameters * Initial docs for the enhancer model * Fix use_start_end_token parameter usage --------- Signed-off-by: Vladimir Bataev <[email protected]> * fix conversion and eval (#6648) * fix conversion and eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Confidence ensembles implementation (#6614) * Working version to train conf model + save ensemble class Signed-off-by: Igor Gitman <[email protected]> * Working version Signed-off-by: Igor Gitman <[email protected]> * Remove copy of transcribe_speech.py Signed-off-by: Igor Gitman <[email protected]> * Move models parameter to config Signed-off-by: Igor Gitman <[email protected]> * Add explicit parameters to transcribe Signed-off-by: Igor Gitman <[email protected]> * Small cleanups Signed-off-by: Igor Gitman <[email protected]> * Add temperature and integration tests Signed-off-by: Igor Gitman <[email protected]> * Add more tests Signed-off-by: Igor Gitman <[email protected]> * Add pc removal config Signed-off-by: Igor Gitman <[email protected]> * Cleanup Signed-off-by: Igor Gitman <[email protected]> * Fix typo Signed-off-by: Igor Gitman <[email protected]> * Address review comments Signed-off-by: Igor Gitman <[email protected]> --------- Signed-off-by: Igor Gitman <[email protected]> * Patch memory used for NeMo Megatron models (#6615) * Patch memory used for NeMo Megatron models Signed-off-by: smajumdar <[email protected]> * Cleanup the dtype of embeddings Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor util function for parsing precision Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor util function for parsing precision Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Try patch for Megatron O2 Signed-off-by: smajumdar <[email protected]> * Refactor to incorporate megatron amp 02 state Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor to incorporate megatron amp 02 state Signed-off-by: smajumdar <[email protected]> * Correct indent Signed-off-by: smajumdar <[email protected]> * Correct utils import Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * handle artifacts when path is dir (#6658) Signed-off-by: arendu <[email protected]> * remove upgrading setuptools in reinstall.sh (#6659) Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: fayejf <[email protected]> * merge lora weights into base model (#6597) * merge lora weights into base model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo fix Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor update Signed-off-by: arendu <[email protected]> * update copyright Signed-off-by: arendu <[email protected]> * eval needs to know the PEFT class Signed-off-by: arendu <[email protected]> * add target class in training script so that we can use it in eval Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update to work for tp1 Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set restore model path Signed-off-by: arendu <[email protected]> * peft can be none Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated merge script so that eval works easily Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval with peft or sft model Signed-off-by: arendu <[email protected]> * keep sentences in jsonl format Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * convert sft using correct classpath Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated to force sft yaml to have the correct target Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated docs Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix conversion and eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * upgrade to 23.04 (#6660) Signed-off-by: ericharper <[email protected]> * Merge r1.18.0 bugfixes and doc updates to main (#6655) * update branch Signed-off-by: ericharper <[email protected]> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup Signed-off-by: ericharper <[email protected]> * update branch Signed-off-by: ericharper <[email protected]> * [TTS] reformat NeMo versions in the tts logging messages to avoid batch process them when upgrading NeMo versions. Signed-off-by: Xuesong Yang <[email protected]> --------- Signed-off-by: ericharper <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Confidence ensembles: fix issues and add tuning functionality (#6657) * Implement compute confidence to properly handle blanks Signed-off-by: Igor Gitman <[email protected]> * Implement proper confidence for transducers Signed-off-by: Igor Gitman <[email protected]> * Implement tuning logic Signed-off-by: Igor Gitman <[email protected]> * Add tests for confidence tuning Signed-off-by: Igor Gitman <[email protected]> * Remove unused imports Signed-off-by: Igor Gitman <[email protected]> * Add types/docs Signed-off-by: Igor Gitman <[email protected]> * Add comment about the main conf compute loop Signed-off-by: Igor Gitman <[email protected]> --------- Signed-off-by: Igor Gitman <[email protected]> * [TTS] Implement new TextToSpeech dataset (#6575) * [TTS] Implement new TextToSpeech dataset Signed-off-by: Ryan <[email protected]> * [TTS] Add unit tests Signed-off-by: Ryan <[email protected]> * [TTS] Fix defaulting of use_log_energy Signed-off-by: Ryan <[email protected]> * [TTS] Fix TTS export test Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> * Dialogue dataset (#6654) * chatbot interface Signed-off-by: Yi Dong <[email protected]> * latest gradio Signed-off-by: Yi Dong <[email protected]> * default greedy Signed-off-by: Yi Dong <[email protected]> * better chatbot Signed-off-by: Yi Dong <[email protected]> * handle preamble Signed-off-by: Yi Dong <[email protected]> * added chatbot training capablity Signed-off-by: Yi Dong <[email protected]> * added chatbot ui Signed-off-by: Yi Dong <[email protected]> * remove debug code Signed-off-by: Yi Dong <[email protected]> * default human Signed-off-by: Yi Dong <[email protected]> * use special token for roles Signed-off-by: Yi Dong <[email protected]> * special tokens Signed-off-by: Yi Dong <[email protected]> * fix name Signed-off-by: Yi Dong <[email protected]> * new chat dataset Signed-off-by: Yi Dong <[email protected]> * fix the system token Signed-off-by: Yi Dong <[email protected]> * upgrade gradio Signed-off-by: Yi Dong <[email protected]> * save the chat history Signed-off-by: Yi Dong <[email protected]> * update ui Signed-off-by: root <[email protected]> * update chat interface Signed-off-by: Yi Dong <[email protected]> * handles canonical form Signed-off-by: Yi Dong <[email protected]> * new sft chatbot Signed-off-by: Yi Dong <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change format Signed-off-by: Yi Dong <[email protected]> * check extra_id in the tokenizer Signed-off-by: Yi Dong <[email protected]> * added vocab property check Signed-off-by: Yi Dong <[email protected]> * added missing file Signed-off-by: Yi Dong <[email protected]> --------- Signed-off-by: Yi Dong <[email protected]> Signed-off-by: root <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <[email protected]> * Add support for RNNT/hybrid models to partial transcribe (#6609) * Add support for RNNT/hybrid models to partial transcribe Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_utils.py Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_speech.py Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_utils.py Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * eval_beamsearch_ngram.py with hybrid ctc (#6656) * separate_punctuation = false * ctc decoding strategy = model.decoding * transcribe(files, logprobs=True) returns logprobs --------- Signed-off-by: Nikolay Karpov <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * fix bucketing bug issue for picking new bucket (#6663) Signed-off-by: Nithin Rao Koluguri <nithinraok> Co-authored-by: Nithin Rao Koluguri <nithinraok> * minor fix for missing chat attr (#6671) Signed-off-by: arendu <[email protected]> * [TTS] Add callback for saving audio during FastPitch training (#6665) * [TTS] Add callback for saving audio during FastPitch training Signed-off-by: Ryan <[email protected]> * [TTS] Allow NGC model name for vocoder Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: Ryan <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: arendu <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: Sangkug Lym <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Mikołaj Błaż <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Yi Dong <[email protected]> Signed-off-by: root <[email protected]> Signed-off-by: Nithin Rao Koluguri <nithinraok> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Nikolay Karpov <[email protected]> Co-authored-by: Nikolay Karpov <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Ryan Langman <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Adi Renduchintala <[email protected]> Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]> Co-authored-by: Igor Gitman <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: mikolajblaz <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Adi Renduchintala <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Yi Dong <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: Nithin Rao <[email protected]>
hsiehjackson
pushed a commit
to hsiehjackson/NeMo
that referenced
this pull request
Jun 2, 2023
NVIDIA#6613) * Restore logic for data-parallel communication with pipeline parallelism in GPT * Support dynamic attention masks in GPT * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit * Distinguish between list of data iterators and data iterator that is a list * Create dummy iters to satisy len checks * Kludge while waiting for Megatron-LM update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]>
ekmb
added a commit
that referenced
this pull request
Jun 12, 2023
…d Flash Attention (#6666) * move to nvidia megatron repo (#6465) (#6475) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Megatron KERPLE positional embeddings (#6478) (#6480) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- * [TTS] FastPitch speaker encoder (#6417) * Add initial codes * Remove wemb * Fix import * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss * Add ConditionalInput * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix import error * Add initial codes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix dataset error * Remove reference speaker embedding * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove SV encoder * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix length type * Fix append * Move error msg * Add look-up into speaker encoder * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add valueerror msg * Move lookup * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error * Rebase and Fix error * Fix spk encoder * Rename n_speakers * Follow comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error --------- * Sharded manifests for tarred datasets (#6395) * testing sharded manifests * compatibility * proper fixes * adding flag tot convert_to_tarred_audio_dataset * shard_manifests conf param * propagating the shard_manifests param * propagating the shard_manifests param * distributed checks * typo * typo * fixes * fixes * fixes * fixes * fixes * fixes * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py * reversing manifest shards flag * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests * excluding manifests from webdataset url expansion * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore * explicit use of UTF-8 for manifest i/o --------- * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. --------- * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support * added tests for rampup batch size * fixed the typos * added assertions * changed assertion rules * deleted unused imports * changed tests for rampup batch size * updated rampup batch size tests * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling * rampup batch size tests changes --------- * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default * updated README with the new agg_tokenizer_manifest flag * fixed typo in scripts/speech_recognition/code_switching/README.md * changed agg_tokenizer_manifest to is_lid_manifest --------- * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script * add return encoding embedding option * update script * add rnnt and hat ngram decoding script * add some parameters * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig * replace return_encoder_embeddings parameter * generalization of scipt behavior * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter * remove return_encoder_embeddings parameter * add manual encoder_embeddings calculation * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 * fix rescoring description --------- * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- * fix replace_bos_with_pad not found (#6443) (#6450) * reduce workers on NMT CI (#6472) (#6474) * 1. Added KERPLE positional embeddings to encoder-decoder. * 1. Added a missing file. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix an invalid link in get_data.py of ljspeech (#6456) Usage of the link in line 63 leads to downloading a html file not a tsv file, so we need to change it to a raw link. Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * 1. Added external index sample. (#6462) (#6483) Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update README to add core installation (#6488) (#6489) * update README for megatron-core * fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix cache aware hybrid bugs (#6466) (#6484) Signed-off-by: hsiehjackson <[email protected]> * Fix typos (#6494) (#6495) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add disclaimer about dataset for ASR (#6496) Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix (#6502) datastore_path_to_webdataset_url(p) if is_datastore_path(p) and is_tarred_path(p) else p NameError: name 'is_tarred_path' is not defined Co-authored-by: George <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix broken links r1.18.0 (#6501) (#6504) * fix broken links * fix broken links --------- Signed-off-by: Evelina <[email protected]> Co-authored-by: Evelina <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Create functions for TTS preprocessing without dataloader (#6317) * [TTS] Create functions for TTS preprocessing without dataloader Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Cache aware streaming nfa (#6209) * add cache aware streaming to nemo aligner Signed-off-by: Slyne Deng <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator (#6499) * [BugFix] _get_batch_preds() is forced to keep logits in decoder timestamps generators Signed-off-by: Taejin Park <[email protected]> * Ingnore keep_logits boolean in FrameASRBatchLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> Co-authored-by: Jagadeesh Balam <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Fix FastPitch energy code (#6511) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix custom forward_torch_softmax (#6512) (#6517) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] fixed broken path. (#6514) (#6518) Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix normalization of impulse response in ImpulsePerturbation (#6505) Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Fix typos (#6523) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * New noise_norm perturbation based on Riva work (#6445) * Initial commit for new noise_norm perturbation Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Minor fix to random seed in perturb Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Updated code to reflect feedback Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Updates for feedback given by code reviewers Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Updates in response to PR feedback Signed-off-by: Daniel Egert <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added comment about ref_mic being None Signed-off-by: Daniel Egert <[email protected]> * Updated perturb to use inspect module Signed-off-by: Daniel Egert <[email protected]> --------- Signed-off-by: Daniel Egert <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Add script for computing feature stats (#6508) * [TTS] Add script for computing feature stats Signed-off-by: Ryan <[email protected]> * [TTS] Add overwrite config Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add Frame-VAD model and datasets (#6441) * add model, dataset, necessary utils and tests Signed-off-by: stevehuang52 <[email protected]> * fix tarred data Signed-off-by: stevehuang52 <[email protected]> * fix typo Signed-off-by: stevehuang52 <[email protected]> * update docstring Signed-off-by: stevehuang52 <[email protected]> * update doc Signed-off-by: stevehuang52 <[email protected]> * update doc Signed-off-by: stevehuang52 <[email protected]> * update pretrained model info Signed-off-by: stevehuang52 <[email protected]> --------- Signed-off-by: stevehuang52 <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Support dynamic length batches with GPT SFT (#6510) * Support synamic length with GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> * make branch functional Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * added back the fast emit section to the configs. (#6540) (#6542) * added back the fast emit section to the configs. * added back the fast emit section to the configs. --------- Signed-off-by: Vahid <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * removing unnessary avoid_bfloat16_autocast_context (#6481) Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * FC models in menu (#6473) * FC models in menu Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Add tutorials for FastPitch TTS speaker adaptation with adapters (#6431) * Add tts adapter tutorial Signed-off-by: hsiehjackson <[email protected]> * Update main tutorial Signed-off-by: hsiehjackson <[email protected]> * Add tts adapter tutorial Signed-off-by: hsiehjackson <[email protected]> * Update main tutorial Signed-off-by: hsiehjackson <[email protected]> * Update tutorial Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * Fix load .nemo error Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Support multi-speaker fine-tune Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * Use .nemo Signed-off-by: hsiehjackson <[email protected]> * Follow Comments Signed-off-by: hsiehjackson <[email protected]> * Fix bug Signed-off-by: hsiehjackson <[email protected]> * Fix bug Signed-off-by: hsiehjackson <[email protected]> * Fix bug Signed-off-by: hsiehjackson <[email protected]> * Add precomputed speaker emb Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix space Signed-off-by: hsiehjackson <[email protected]> * Remove repeated argument Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * optional batch size Signed-off-by: hsiehjackson <[email protected]> * Fix comments in notebook Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Create initial TTS dataset feature processors (#6507) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix (#6529) (#6546) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) (#6553) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by * updated ASR docs with the fastconformer hybrid checkpoints * added the fastconformer RNNT and CTC models --------- Signed-off-by: KunalDhawan <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add scores for FastConformer models (#6557) (#6558) Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix fp16 (#6543) (#6544) Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) (#6559) Signed-off-by: fayejf <[email protected]> Co-authored-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix notebook bad json (#6561) Signed-off-by: smajumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) (#6552) * persistent workers * fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Make KenLM with PC for AggregateTokenizer and merge it (#6081) * do_lowercase, rm_punctuation Signed-off-by: Nikolay Karpov <[email protected]> * support beam_strategy = beam Signed-off-by: Nikolay Karpov <[email protected]> * black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix config and^Cunctuation capitalization Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * rm math Signed-off-by: Nikolay Karpov <[email protected]> * update kenlm Signed-off-by: Nikolay Karpov <[email protected]> * black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add opengrm Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * mv install_beamsearch_decoders Signed-off-by: Nikolay Karpov <[email protected]> * punctuation_to_preserve Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Only tikenizer opion Signed-off-by: Nikolay Karpov <[email protected]> * Black Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * DEFAULT_TOKEN_OFFSET Signed-off-by: Nikolay Karpov <[email protected]> * aggregate_tokenizer Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * install kenlm with more than 5gram Signed-off-by: Nikolay Karpov <[email protected]> * install_beamsearch_decoders Signed-off-by: Nikolay Karpov <[email protected]> * ngram_bin_path kenlm_bin_path Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * black Signed-off-by: Nikolay Karpov <[email protected]> * fix greedy PC bug Signed-off-by: Nikolay Karpov <[email protected]> * move global params Signed-off-by: Nikolay Karpov <[email protected]> * fix description and perplexity Signed-off-by: Nikolay Karpov <[email protected]> * fix description Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * NEMO_PATH Signed-off-by: Nikolay Karpov <[email protected]> * nemo:23.01 Signed-off-by: Nikolay Karpov <[email protected]> * License Signed-off-by: Nikolay Karpov <[email protected]> * description Signed-off-by: Nikolay Karpov <[email protected]> * isinstance Signed-off-by: Nikolay Karpov <[email protected]> * refactor kenlm stdin Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * black Signed-off-by: Nikolay Karpov <[email protected]> * add cmd arg Signed-off-by: Nikolay Karpov <[email protected]> * use new iter_files Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * EncDecHybridRNNTCTCModel Signed-off-by: Nikolay Karpov <[email protected]> * punctuation Signed-off-by: Nikolay Karpov <[email protected]> * train_kenlm args Signed-off-by: Nikolay Karpov <[email protected]> * add docstrings Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add ngram_merge docs Signed-off-by: Nikolay Karpov <[email protected]> * ngram_prune Signed-off-by: Nikolay Karpov <[email protected]> * rename to ngram_merge Signed-off-by: Nikolay Karpov <[email protected]> * rename to ngram Signed-off-by: Nikolay Karpov <[email protected]> * add comments Signed-off-by: Nikolay Karpov <[email protected]> * Ngram Signed-off-by: Nikolay Karpov <[email protected]> * nemo_model_file Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * install_opengrm_ngram Signed-off-by: Nikolay Karpov <[email protected]> * install opengrm Signed-off-by: Nikolay Karpov <[email protected]> * rename to install_opengrm.sh Signed-off-by: Nikolay Karpov <[email protected]> * rm extra import Signed-off-by: Nikolay Karpov <[email protected]> * train_paths Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * text_processing Signed-off-by: Nikolay Karpov <[email protected]> * fix ngram_bin_path Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * DECODERS_PATH Signed-off-by: Nikolay Karpov <[email protected]> * farcompile Signed-off-by: Nikolay Karpov <[email protected]> * rm text processing Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * text_processing Signed-off-by: Nikolay Karpov <[email protected]> * AggregateTokenizer.DummyTokenizer Signed-off-by: Nikolay Karpov <[email protected]> * comments Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * TextProcessingConfig Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo Signed-off-by: Nikolay Karpov <[email protected]> * doc Signed-off-by: Nikolay Karpov <[email protected]> * types Signed-off-by: Nikolay Karpov <[email protected]> * nemo_model_file Signed-off-by: Nikolay Karpov <[email protected]> * rm assert Signed-off-by: Nikolay Karpov <[email protected]> * import kenlm_utils Signed-off-by: Nikolay Karpov <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * return None Signed-off-by: Nikolay Karpov <[email protected]> * Copyright Signed-off-by: Nikolay Karpov <[email protected]> * 2022 Signed-off-by: Nikolay Karpov <[email protected]> * 2023 Signed-off-by: Nikolay Karpov <[email protected]> --------- Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: Nikolay Karpov <[email protected]> Co-authored-by: Nikolay Karpov <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * fix for running on 1 GPU. Signed-off-by: hsiehjackson <[email protected]> * temp rtd fix (#6568) (#6569) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Add script for mapping speaker names to indices (#6509) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * whitespace (#6574) Signed-off-by: Nikolay Karpov <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update manifest.py for speedup (#6565) (#6573) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths * Update manifest.py --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * More streaming conformer export fixes (#6567) (#6578) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * user selected max_seq_len should be less than model's max_seq_len (#6333) (#6386) * user selection should not break model max limit * eval max seq length --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Co-authored-by: Adi Renduchintala <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Framework for PEFT via mixins (#6391) * init commit ptuning via mixin Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * gpt ptuning places virtual tokens on the left only Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * encoder input modified when pre_process is true Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * optimizer group and state dict updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adapter ptuning working for pp>1 Signed-off-by: arendu <[email protected]> * adapter defaults Signed-off-by: arendu <[email protected]> * adapter ptuining config defaults Signed-off-by: arendu <[email protected]> * training works Signed-off-by: arendu <[email protected]> * loading and saving adapter only params during training Signed-off-by: arendu <[email protected]> * added checks and comments Signed-off-by: arendu <[email protected]> * clean up Signed-off-by: arendu <[email protected]> * checks for grad is None before calling all_reduce Signed-off-by: arendu <[email protected]> * load adapter .nemo file working Signed-off-by: arendu <[email protected]> * resume training for adapters Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * peft tuning Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor Signed-off-by: arendu <[email protected]> * file not needed Signed-off-by: arendu <[email protected]> * undo prompt learning dataset changes Signed-off-by: arendu <[email protected]> * undo updates to gpt prompt learning model Signed-off-by: arendu <[email protected]> * naming updates Signed-off-by: arendu <[email protected]> * decoding Signed-off-by: arendu <[email protected]> * predict_step in gpt_sft_model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removed inference from tuning config Signed-off-by: arendu <[email protected]> * no test in peft training Signed-off-by: arendu <[email protected]> * answer only loss and correct defaults for val_loss Signed-off-by: arendu <[email protected]> * hybrid adapters and ptuning Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval working.. Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * prepending tokens for ptuning Signed-off-by: arendu <[email protected]> * cleaned up eval config Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * clean up Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * default prompt template Signed-off-by: arendu <[email protected]> * Lora added Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Support synamic length with GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> * make branch functional Signed-off-by: Abhinav Khattar <[email protected]> * defaults to max_pad_length=False in GPT SFT dataset Signed-off-by: arendu <[email protected]> * adapter parallel_adapters to support Lora Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * added early stopping by default Signed-off-by: arendu <[email protected]> * eval script for peft and eval config. bug fixes in predict step and added out_features to t5 adapter config Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updates Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * docs Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * better defaults Signed-off-by: arendu <[email protected]> * updates Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * docs Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: Adi Renduchintala <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * cache and reuse inputs (#6422) (#6452) Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Pass `.scale` instead of scaler object to core (#6551) * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Update megatron_gpt_model.py Signed-off-by: Abhinav Khattar <[email protected]> * scale changes for main Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Documentation for ASR-TTS models (#6594) (#6595) * Add docs about hybrid ASR-TTS models * Add docs about text-only datasets * Add docs about ASR-TTS checkpoints * Add docs about ASR-TTS configs and training * Clean up * ASR-TTS docs: add to api, fix imports * Clean up * Wrap optional import * Revert general ASR import --------- Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Fix aligner nan loss in fp32 (#6435) * Fix nan loss in fp32 Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Update SDP docs (#6485) (#6596) * add info about SDP e.g. processor classes in docs * add link to SDP docs in README * address code review comments and add SDP overview diagram * Fix spelling typo --------- Signed-off-by: Elena Rastorgueva <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Bug/typo fixes (#6599) Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Manual garbage collection with an interval (#6469) (#6482) * Manual garbage collection with an interval * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use trainer.global_step for tracking the interval of GC --------- Signed-off-by: Sangkug Lym <[email protected]> Co-authored-by: Sangkug Lym <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Make tensor split contiguous (#6580) (#6593) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [ASR] Fix for old models in change_attention_model (#6608) * fixes Signed-off-by: sam1373 <[email protected]> * done already Signed-off-by: sam1373 <[email protected]> --------- Signed-off-by: sam1373 <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Update manifest.py to use os.path for get_full_path (#6598) * Update manifest.py to use os.path for get_full_path Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py to get rid of pathlib Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Vahid Noroozi <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Cherry pick commits in #6601 to main (#6611) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> * revert partial Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Create dummy iters to satisy len checks (#6600) (#6603) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * add GPT eval mode fix for interleaved to main (#6610) Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) (#6588) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Not doing CastToFloat by default (#6524) (#6563) * Not doing CastToFloat by default * Added docustring * Dummy commit --------- Signed-off-by: Boris Fomitchev <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Turn autocast off when precision is fp32 (#6576) * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * correct auto-merge Signed-off-by: Abhinav Khattar <[email protected]> * correct auto-merge Signed-off-by: Abhinav Khattar <[email protected]> * add to GPT SFT Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * update core commit hash in readme (#6622) (#6623) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * add hat image to docs (#6619) (#6621) Signed-off-by: andrusenkoau <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Allow indices exchange via distributed (#6618) (#6624) Signed-off-by: Mikołaj Błaż <[email protected]> Co-authored-by: mikolajblaz <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Offline and streaming inference support for hybrid model (#6570) * streaming buffered for hybrid + ctc Signed-off-by: fayejf <[email protected]> * change default model_stride in eval.yaml Signed-off-by: fayejf <[email protected]> * add fc model_stride Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * check whether model and decoding match Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * streaming buffered for hybrid + rnnt Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * fix yaml Signed-off-by: fayejf <[email protected]> * reflect comment wip Signed-off-by: fayejf <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix Signed-off-by: fayejf <[email protected]> * refactor and verified Signed-off-by: fayejf <[email protected]> * add get_full_path to buffered Signed-off-by: fayejf <[email protected]> * small fix Signed-off-by: fayejf <[email protected]> * add RNNTDecodingConfig Signed-off-by: fayejf <[email protected]> * model name & instruction of changing decoding Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Patch decoding for PC models (#6630) (#6631) * Patch decoding logic for PC models * Patch decoding logic for PC models --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) (#6634) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) (#6613) * Restore logic for data-parallel communication with pipeline parallelism in GPT * Support dynamic attention masks in GPT * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit * Distinguish between list of data iterators and data iterator that is a list * Create dummy iters to satisy len checks * Kludge while waiting for Megatron-LM update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add FA Signed-off-by: hsiehjackson <[email protected]> * Fix XPOS Signed-off-by: hsiehjackson <[email protected]> * Add warning Signed-off-by: hsiehjackson <[email protected]> * Fix bugs Signed-off-by: hsiehjackson <[email protected]> * Fix attention Signed-off-by: hsiehjackson <[email protected]> * Fix comment Signed-off-by: hsiehjackson <[email protected]> * Fix cast dtype Signed-off-by: hsiehjackson <[email protected]> * Undo xpos Signed-off-by: hsiehjackson <[email protected]> * bugfix (#6636) Signed-off-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Disable interctc tests (#6638) Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add megatron_core to requirements (#6639) (#6640) * add megatron_core to requirements * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Remove from jenkins (#6642) * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove dup Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * sft model can use this script for eval (#6637) * sft model can use this script for eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * please fix me Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor Signed-off-by: arendu <[email protected]> --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Fix TTS audio preprocessing bugs (#6628) Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Move black parameters to pyproject.toml (#6647) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * ASR-TTS Models: Support hybrid RNNT-CTC, improve docs. (#6620) * ASR-TTS: support hybrid RNNT-CTC models * Do not warn on optional import * Explain adding options to config * Fix import guard docs * Add docs for ConcatDataset * Add explanation for sampling parameters * Initial docs for the enhancer model * Fix use_start_end_token parameter usage --------- Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * fix conversion and eval (#6648) * fix conversion and eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * Confidence ensembles implementation (#6614) * Working version to train conf model + save ensemble class Signed-off-by: Igor Gitman <[email protected]> * Working version Signed-off-by: Igor Gitman <[email protected]> * Remove copy of transcribe_speech.py Signed-off-by: Igor Gitman <[email protected]> * Move models parameter to config Signed-off-by: Igor Gitman <[email protected]> * Add explicit parameters to transcribe Signed-off-by: Igor Gitman <[email protected]> * Small cleanups Signed-off-by: Igor Gitman <[email protected]> * Add temperature and integration tests Signed-off-by: Igor Gitman <[email protected]> * Add more tests Signed-off-by: Igor Gitman <[email protected]> * Add pc removal config Signed-off-by: Igor Gitman <[email protected]> * Cleanup Signed-off-by: Igor Gitman <[email protected]> * Fix typo Signed-off-by: Igor Gitman <[email protected]> * Address review comments Signed-off-by: Igor Gitman <[email protected]> --------- Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Patch memory used for NeMo Megatron models (#6615) * Patch memory used for NeMo Megatron models Signed-off-by: smajumdar <[email protected]> * Cleanup the dtype of embeddings Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor util function for parsing precision Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor util function for parsing precision Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Try patch for Megatron O2 Signed-off-by: smajumdar <[email protected]> * Refactor to incorporate megatron amp 02 state Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Refactor to incorporate megatron amp 02 state Signed-off-by: smajumdar <[email protected]> * Correct indent Signed-off-by: smajumdar <[email protected]> * Correct utils import Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * handle artifacts when path is dir (#6658) Signed-off-by: arendu <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * remove upgrading setuptools in reinstall.sh (#6659) Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: fayejf <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * merge lora weights into base model (#6597) * merge lora weights into base model Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * typo fix Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor update Signed-off-by: arendu <[email protected]> * update copyright Signed-off-by: arendu <[email protected]> * eval needs to know the PEFT class Signed-off-by: arendu <[email protected]> * add target class in training script so that we can use it in eval Signed-off-by: arendu <[email protected]> * update Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update to work for tp1 Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set restore model path Signed-off-by: arendu <[email protected]> * peft can be none Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated merge script so that eval works easily Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * eval with peft or sft model Signed-off-by: arendu <[email protected]> * keep sentences in jsonl format Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * convert sft using correct classpath Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated to force sft yaml to have the correct target Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated docs Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix conversion and eval Signed-off-by: arendu <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: arendu <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: hsiehjackson <[email protected]> * upgrade to 23.04 (#6660) Signed-off-by: ericharper <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Merge r1.18.0 bugfixes and doc updates to main (#6655) * update branch Signed-off-by: ericharper <[email protected]> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup Signed-off-by: ericharper <[email protected]> * update branch Signed-off-by: ericharper <[email protected]> * [TTS] reformat NeMo versions in the tts logging messages to avoid batch process them when upgrading NeMo versions. Signed-off-by: Xuesong Yang <[email protected]> --------- Signed-off-by: ericharper <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Confidence ensembles: fix issues and add tuning functionality (#6657) * Implement compute confidence to properly handle blanks Signed-off-by: Igor Gitman <[email protected]> * Implement proper confidence for transducers Signed-off-by: Igor Gitman <[email protected]> * Implement tuning logic Signed-off-by: Igor Gitman <[email protected]> * Add tests for confidence tuning Signed-off-by: Igor Gitman <[email protected]> * Remove unused imports Signed-off-by: Igor Gitman <[email protected]> * Add types/docs Signed-off-by: Igor Gitman <[email protected]> * Add comment about the main conf compute loop Signed-off-by: Igor Gitman <[email protected]> --------- Signed-off-by: Igor Gitman <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * [TTS] Implement new TextToSpeech dataset (#6575) * [TTS] Implement new TextToSpeech dataset Signed-off-by: Ryan <[email protected]> * [TTS] Add unit tests Signed-off-by: Ryan <[email protected]> * [TTS] Fix defaulting of use_log_energy Signed-off-by: Ryan <[email protected]> * [TTS] Fix TTS export test Signed-off-by: Ryan <[email protected]> --------- Signed-off-by: Ryan <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Dialogue dataset (#6654) * chatbot interface Signed-off-by: Yi Dong <[email protected]> * latest gradio Signed-off-by: Yi Dong <[email protected]> * default greedy Signed-off-by: Yi Dong <[email protected]> * better chatbot Signed-off-by: Yi Dong <[email protected]> * handle preamble Signed-off-by: Yi Dong <[email protected]> * added chatbot training capablity Signed-off-by: Yi Dong <[email protected]> * added chatbot ui Signed-off-by: Yi Dong <[email protected]> * remove debug code Signed-off-by: Yi Dong <[email protected]> * default human Signed-off-by: Yi Dong <[email protected]> * use special token for roles Signed-off-by: Yi Dong <[email protected]> * special tokens Signed-off-by: Yi Dong <[email protected]> * fix name Signed-off-by: Yi Dong <[email protected]> * new chat dataset Signed-off-by: Yi Dong <[email protected]> * fix the system token Signed-off-by: Yi Dong <[email protected]> * upgrade gradio Signed-off-by: Yi Dong <[email protected]> * save the chat history Signed-off-by: Yi Dong <[email protected]> * update ui Signed-off-by: root <[email protected]> * update chat interface Signed-off-by: Yi Dong <[email protected]> * handles canonical form Signed-off-by: Yi Dong <[email protected]> * new sft chatbot Signed-off-by: Yi Dong <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change format Signed-off-by: Yi Dong <[email protected]> * check extra_id in the tokenizer Signed-off-by: Yi Dong <[email protected]> * added vocab property check Signed-off-by: Yi Dong <[email protected]> * added missing file Signed-off-by: Yi Dong <[email protected]> --------- Signed-off-by: Yi Dong <[email protected]> Signed-off-by: root <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <[email protected]> Signed-off-by: hsiehjackson <[email protected]> * Add support for RNNT/hybrid models to partial transcribe (#6609) * Add support for RNNT/hybrid models to partial transcribe Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_utils.py Signed-off-by: He Huang (Steve) <[email protected]> * Update transcribe_speech.py Signed-off-by: He Huang (Steve) <[email protected]> * Update transcr…
ericharper
added a commit
that referenced
this pull request
Aug 11, 2023
* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Add finetune eval script Signed-off-by: MaximumEntropy <[email protected]> * Fix name Signed-off-by: MaximumEntropy <[email protected]> * Update Jenkinsfile Signed-off-by: MaximumEntropy <[email protected]> * Update config Signed-off-by: MaximumEntropy <[email protected]> * Fix CI test Signed-off-by: MaximumEntropy <[email protected]> * Update check Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Backward compat Signed-off-by: MaximumEntropy <[email protected]> * Update CI test Signed-off-by: MaximumEntropy <[email protected]> * Split rank for Enc-Dec models Signed-off-by: MaximumEntropy <[email protected]> * Address comments Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Virginia Adams <[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix mha (#4866) * fix bug in mha forward function related to cache update return type Signed-off-by: Yang Zhang <[email protected]> * fix lgtm Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> * ipa bug fix (#4871) Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix Megatron NMT consumed samples and ckpt_to_nemo split rank (#4884) * Fix nmt and ckpt_to_nemo Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * added utf8 encoding (#4892) Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * 1. Applying the same patch to r1.11.0 (#4894) Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Micha Livne <[email protected]> * Update tutorials.rst (#4897) * update readme with apex commit Signed-off-by: ericharper <[email protected]> * Add support for Apex distributed Adam optimizer with GPT-3 (#4487) * Add support for Apex distributed Adam optimizer with GPT-3 Signed-off-by: Tim Moon <[email protected]> * Fix bug in grad clipping with dist Adam Grad norm was computed over all params, not respecting model parallelism. Signed-off-by: Tim Moon <[email protected]> * Fix bug with DDP initialization Signed-off-by: Tim Moon <[email protected]> * Make distopt dependent on megatron_amp_o2 Signed-off-by: Tim Moon <[email protected]> * Fix code formatting Signed-off-by: Tim Moon <[email protected]> * Handle dist Adam in optimizer unit tests Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * latent model support * 1. Debugging. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 5468077f5127be1a4c88065de2544f4268b9a6e4) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 892987169ef277f328e15b71a5a0c9bd961c8ee7) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 1d813a372ab51688e3af6395d905a4c0366ffd23) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]>
guyueh1
pushed a commit
to guyueh1/NeMo
that referenced
this pull request
Aug 14, 2023
* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Add finetune eval script Signed-off-by: MaximumEntropy <[email protected]> * Fix name Signed-off-by: MaximumEntropy <[email protected]> * Update Jenkinsfile Signed-off-by: MaximumEntropy <[email protected]> * Update config Signed-off-by: MaximumEntropy <[email protected]> * Fix CI test Signed-off-by: MaximumEntropy <[email protected]> * Update check Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Backward compat Signed-off-by: MaximumEntropy <[email protected]> * Update CI test Signed-off-by: MaximumEntropy <[email protected]> * Split rank for Enc-Dec models Signed-off-by: MaximumEntropy <[email protected]> * Address comments Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Virginia Adams <[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix mha (#4866) * fix bug in mha forward function related to cache update return type Signed-off-by: Yang Zhang <[email protected]> * fix lgtm Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> * ipa bug fix (#4871) Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix Megatron NMT consumed samples and ckpt_to_nemo split rank (#4884) * Fix nmt and ckpt_to_nemo Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * added utf8 encoding (#4892) Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * 1. Applying the same patch to r1.11.0 (#4894) Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Micha Livne <[email protected]> * Update tutorials.rst (#4897) * update readme with apex commit Signed-off-by: ericharper <[email protected]> * Add support for Apex distributed Adam optimizer with GPT-3 (#4487) * Add support for Apex distributed Adam optimizer with GPT-3 Signed-off-by: Tim Moon <[email protected]> * Fix bug in grad clipping with dist Adam Grad norm was computed over all params, not respecting model parallelism. Signed-off-by: Tim Moon <[email protected]> * Fix bug with DDP initialization Signed-off-by: Tim Moon <[email protected]> * Make distopt dependent on megatron_amp_o2 Signed-off-by: Tim Moon <[email protected]> * Fix code formatting Signed-off-by: Tim Moon <[email protected]> * Handle dist Adam in optimizer unit tests Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * latent model support * 1. Debugging. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 5468077f5127be1a4c88065de2544f4268b9a6e4) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 892987169ef277f328e15b71a5a0c9bd961c8ee7) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 1d813a372ab51688e3af6395d905a4c0366ffd23) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]>
dorotat-nv
pushed a commit
to dorotat-nv/NeMo
that referenced
this pull request
Aug 24, 2023
* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Add finetune eval script Signed-off-by: MaximumEntropy <[email protected]> * Fix name Signed-off-by: MaximumEntropy <[email protected]> * Update Jenkinsfile Signed-off-by: MaximumEntropy <[email protected]> * Update config Signed-off-by: MaximumEntropy <[email protected]> * Fix CI test Signed-off-by: MaximumEntropy <[email protected]> * Update check Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Backward compat Signed-off-by: MaximumEntropy <[email protected]> * Update CI test Signed-off-by: MaximumEntropy <[email protected]> * Split rank for Enc-Dec models Signed-off-by: MaximumEntropy <[email protected]> * Address comments Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Virginia Adams <[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix mha (#4866) * fix bug in mha forward function related to cache update return type Signed-off-by: Yang Zhang <[email protected]> * fix lgtm Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> * ipa bug fix (#4871) Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix Megatron NMT consumed samples and ckpt_to_nemo split rank (#4884) * Fix nmt and ckpt_to_nemo Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * added utf8 encoding (#4892) Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * 1. Applying the same patch to r1.11.0 (#4894) Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Micha Livne <[email protected]> * Update tutorials.rst (#4897) * update readme with apex commit Signed-off-by: ericharper <[email protected]> * Add support for Apex distributed Adam optimizer with GPT-3 (#4487) * Add support for Apex distributed Adam optimizer with GPT-3 Signed-off-by: Tim Moon <[email protected]> * Fix bug in grad clipping with dist Adam Grad norm was computed over all params, not respecting model parallelism. Signed-off-by: Tim Moon <[email protected]> * Fix bug with DDP initialization Signed-off-by: Tim Moon <[email protected]> * Make distopt dependent on megatron_amp_o2 Signed-off-by: Tim Moon <[email protected]> * Fix code formatting Signed-off-by: Tim Moon <[email protected]> * Handle dist Adam in optimizer unit tests Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * latent model support * 1. Debugging. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 5468077f5127be1a4c88065de2544f4268b9a6e4) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 892987169ef277f328e15b71a5a0c9bd961c8ee7) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 1d813a372ab51688e3af6395d905a4c0366ffd23) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]> Signed-off-by: dorotat <[email protected]>
yaoyu-33
pushed a commit
that referenced
this pull request
Oct 16, 2023
* Restore logic for data-parallel communication with pipeline parallelism in GPT * Support dynamic attention masks in GPT * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit * Distinguish between list of data iterators and data iterator that is a list * Create dummy iters to satisy len checks * Kludge while waiting for Megatron-LM update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]>
rohitrango
pushed a commit
to rohitrango/NeMo
that referenced
this pull request
Jun 25, 2024
* [TTS] bugfix for missing configs. (#4725) Signed-off-by: Xuesong Yang <[email protected]> * docs typo fix Signed-off-by: Oleksii Kuchaiev <[email protected]> * Fix pynini install in TTS tutorials (#4729) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Fix ASR notebooks (#4738) Signed-off-by: smajumdar <[email protected]> Signed-off-by: smajumdar <[email protected]> * Multilingual VAD model (#4734) * add ngc link Signed-off-by: fayejf <[email protected]> * add tuned VAD config on ASR data Signed-off-by: fayejf <[email protected]> * yaml note Signed-off-by: fayejf <[email protected]> * update vad asr notebook with mVAD Signed-off-by: fayejf <[email protected]> * update vad infer config comment Signed-off-by: fayejf <[email protected]> * fix Signed-off-by: fayejf <[email protected]> * mvad sd config for ch109 Signed-off-by: fayejf <[email protected]> * update sd readme Signed-off-by: fayejf <[email protected]> * add new mVAD model to doc Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * update sd tutorial with mVAD Signed-off-by: fayejf <[email protected]> * typo fix Signed-off-by: fayejf <[email protected]> Signed-off-by: fayejf <[email protected]> * publish pretrained itn t5 model for English (#4748) Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> * Updated docs and doc paths (#4754) * Updated docs and doc paths Signed-off-by: Virginia Adams <[email protected]> * Update Multitask_Prompt_and_PTuning.ipynb * Update README.rst * Changed branch name to use single quotes Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * fix bug relating to ddp strategy in joint intent slot classification tutorial (#4762) * [TTS] updated config with a German IPA phoneme tokenizer (#4756) * [TTS] added a German IPA phoneme tokenizer * [TTS][ASR] enabled customized arguments for trimming the leading and trailing silence. * [TTS] disabled spline interpolation for beta-binomial distribution. Let it generate align prior and save to disks. Use a new phoneme tokenizer. * [TTS] use consistent spline interpolation with fastpitch checkpoint when generating mel-spectrograms for hifigan finetune. Signed-off-by: Xuesong Yang <[email protected]> * Update r1.11 to new heteronyms list (#4745) * Update configs to new heteronyms list * Remove old heteronyms list, add alt 'merchandise' pron to CMUdict * Update remaining references to old heteronyms list Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * [TTS] Add multi-speaker German FastPitch and HiFiGAN NGC checkpoints (#4763) Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> * [TTS] Add single male speaker German FastPitch and HiFiGAN NGC checkpoints (#4770) Signed-off-by: Xuesong Yang <[email protected]> * Update CMUdict with more recent 0.7b entries (#4768) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> * Install pynini in docker container (#4733) Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Fix tutorial formatting (#4778) Signed-off-by: Jocelyn Huang <[email protected]> * [TTS] deprecated old scripts for ljspeech. (#4780) * deprecated old scripts for ljspeech. * removed relevent function calls in TTS docs. Signed-off-by: Xuesong Yang <[email protected]> * update branch and typos (#4788) Signed-off-by: ericharper <[email protected]> Signed-off-by: ericharper <[email protected]> * Adding support for models trained with full context for cache-aware streaming. (#4687) * added support for models trained with full context. Signed-off-by: Vahid <[email protected]> * fixed style. Signed-off-by: Vahid <[email protected]> * dropped seq_range Signed-off-by: Vahid <[email protected]> * fixed indexing in caching methods. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * updated docs. Signed-off-by: Vahid <[email protected]> * addressed comments. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * change frame-wise to cache-aware. Signed-off-by: Vahid <[email protected]> * fixed code style. Signed-off-by: Vahid <[email protected]> Signed-off-by: Vahid <[email protected]> * Update megatron encoder decoder model to support py37 for colab (#4791) * [ASR] Add pretrained ASR models for Croatian (#4682) * [ASR] Add pretrained ASR models for Croatian Signed-off-by: Ante Jukić <[email protected]> * Fix style for import Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * added/fixed export for Megatron models (#4712) * added/fixed export for Megatron models Signed-off-by: David Mosallanezhad <[email protected]> * fixed style Signed-off-by: David Mosallanezhad <[email protected]> * fixed FusedScaleMaskSoftmax in BioMegatron Signed-off-by: David Mosallanezhad <[email protected]> * included comments Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update branch for qa notebook Signed-off-by: ericharper <[email protected]> * Fix initializing weights from ptl ckpt with exclude (#4807) Signed-off-by: sam1373 <[email protected]> Signed-off-by: sam1373 <[email protected]> * Fix index error from addition of voiced_mask and p_voiced (#4811) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * T5 prompt learning fixes (#4771) * RPE, hidden size and config fixes Signed-off-by: MaximumEntropy <[email protected]> * Update to reflect new config names Signed-off-by: MaximumEntropy <[email protected]> * Sentencepiece fixes Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Fix finetuning Signed-off-by: MaximumEntropy <[email protected]> * Add encoder seq len to gpt Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Add finetune eval script Signed-off-by: MaximumEntropy <[email protected]> * Fix name Signed-off-by: MaximumEntropy <[email protected]> * Update Jenkinsfile Signed-off-by: MaximumEntropy <[email protected]> * Update config Signed-off-by: MaximumEntropy <[email protected]> * Fix CI test Signed-off-by: MaximumEntropy <[email protected]> * Update check Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> * Backward compat Signed-off-by: MaximumEntropy <[email protected]> * Update CI test Signed-off-by: MaximumEntropy <[email protected]> * Split rank for Enc-Dec models Signed-off-by: MaximumEntropy <[email protected]> * Address comments Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Virginia Adams <[email protected]> * G2P docs (#4841) * g2p docs added Signed-off-by: ekmb <[email protected]> * fix references Signed-off-by: ekmb <[email protected]> * address review feedback Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix providing glue in seq2seq eval (#4843) * Fix providing glue in seq2seq eval Signed-off-by: MaximumEntropy <[email protected]> * Fix Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * Updated inference code and squad scripts (#4835) * Updated inference code and squad scripts Signed-off-by: Virginia Adams <[email protected]> * Reverted GPT & T5 inference files back to use NLPDDPlugin Signed-off-by: Virginia Adams <[email protected]> * Overwrite frozen LM to use fused adam Signed-off-by: Virginia Adams <[email protected]> * Added padded vocab size Signed-off-by: Virginia Adams <[email protected]> * Fixed val check interval value Signed-off-by: Virginia Adams <[email protected]> * Python format fix Signed-off-by: Virginia Adams <[email protected]> * Make t5 prompt learning preds write to file Signed-off-by: Virginia Adams <[email protected]> * Added back dp=1 check Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> * Update README.rst * Fix uppercasing mismatch for IPA heteronyms (#4860) Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> * Set the number of workers to 0 for validation and test sets in all enc-dec models (#4790) * Set workers to 0 for validation and test Signed-off-by: MaximumEntropy <[email protected]> * Revert pin memory Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Co-authored-by: Sean Naren <[email protected]> * Fix mha (#4866) * fix bug in mha forward function related to cache update return type Signed-off-by: Yang Zhang <[email protected]> * fix lgtm Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> * ipa bug fix (#4871) Signed-off-by: ekmb <[email protected]> Signed-off-by: ekmb <[email protected]> * Fix Megatron NMT consumed samples and ckpt_to_nemo split rank (#4884) * Fix nmt and ckpt_to_nemo Signed-off-by: MaximumEntropy <[email protected]> * Style Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> * added utf8 encoding (#4892) Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Virginia Adams <[email protected]> * 1. Applying the same patch to r1.11.0 (#4894) Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Micha Livne <[email protected]> * Update tutorials.rst (#4897) * update readme with apex commit Signed-off-by: ericharper <[email protected]> * Add support for Apex distributed Adam optimizer with GPT-3 (#4487) * Add support for Apex distributed Adam optimizer with GPT-3 Signed-off-by: Tim Moon <[email protected]> * Fix bug in grad clipping with dist Adam Grad norm was computed over all params, not respecting model parallelism. Signed-off-by: Tim Moon <[email protected]> * Fix bug with DDP initialization Signed-off-by: Tim Moon <[email protected]> * Make distopt dependent on megatron_amp_o2 Signed-off-by: Tim Moon <[email protected]> * Fix code formatting Signed-off-by: Tim Moon <[email protected]> * Handle dist Adam in optimizer unit tests Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Tim Moon <[email protected]> Co-authored-by: Eric Harper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * update readme Signed-off-by: ericharper <[email protected]> * latent model support * 1. Debugging. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. * update branch Signed-off-by: ericharper <[email protected]> * fix replace_bos_with_pad not found (#6443) Signed-off-by: Abhinav Khattar <[email protected]> * Support Swiglu in TP PP Conversion (#6437) * Support Swiglu in TP PP Conversion Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> * Guard activation Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) * change bert fork to spawn Signed-off-by: Abhinav Khattar <[email protected]> * num_workers=0 fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) * 1. Meagtron encoder decoder fix for empty validation outputs. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Added/updated new Conformer configs (#6426) * updated conf files. Signed-off-by: Vahid <[email protected]> * added confs. Signed-off-by: Vahid <[email protected]> * moved longconformer confs. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated readme. Signed-off-by: Vahid <[email protected]> * updated batch sizes and added fastconformer ctc streaming configs. Signed-off-by: Vahid <[email protected]> * updated batch sizes. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> * added hybrid support. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * reduce workers on NMT CI (#6472) Signed-off-by: Abhinav Khattar <[email protected]> * move to nvidia megatron repo (#6465) Signed-off-by: Abhinav Khattar <[email protected]> * Megatron KERPLE positional embeddings (#6478) * [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) [TTS] FastPitch adapter fine-tune and conditional layer normalization (#6416) --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] whitelist broken path fix. (#6412) * [TTS] whitelist broken path fix. Signed-off-by: Xuesong Yang <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Xuesong Yang <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * [TTS] FastPitch speaker encoder (#6417) * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * Remove wemb Signed-off-by: hsiehjackson <[email protected]> * Fix import Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restore aligner loss Signed-off-by: hsiehjackson <[email protected]> * Add ConditionalInput Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix error and support pre-trained config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change copyright and random weight test Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix import error Signed-off-by: hsiehjackson <[email protected]> * Add initial codes Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix dataset error Signed-off-by: hsiehjackson <[email protected]> * Remove reference speaker embedding Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove SV encoder Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix length type Signed-off-by: hsiehjackson <[email protected]> * Fix append Signed-off-by: hsiehjackson <[email protected]> * Move error msg Signed-off-by: hsiehjackson <[email protected]> * Add look-up into speaker encoder Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Add valueerror msg Signed-off-by: hsiehjackson <[email protected]> * Move lookup Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Remove unused Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: hsiehjackson <[email protected]> * Fix error Signed-off-by: hsiehjackson <[email protected]> * Rebase and Fix error Signed-off-by: hsiehjackson <[email protected]> * Fix spk encoder Signed-off-by: hsiehjackson <[email protected]> * Rename n_speakers Signed-off-by: hsiehjackson <[email protected]> * Follow comments Signed-off-by: hsiehjackson <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix n_speakers None error Signed-off-by: hsiehjackson <[email protected]> --------- Signed-off-by: hsiehjackson <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Sharded manifests for tarred datasets (#6395) * testing sharded manifests Signed-off-by: Dima Rekesh <[email protected]> * compatibility Signed-off-by: Dima Rekesh <[email protected]> * proper fixes Signed-off-by: Dima Rekesh <[email protected]> * adding flag tot convert_to_tarred_audio_dataset Signed-off-by: Dima Rekesh <[email protected]> * shard_manifests conf param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * propagating the shard_manifests param Signed-off-by: Dima Rekesh <[email protected]> * distributed checks Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * typo Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * fixes Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes based on PR comments and tests Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes to convert_to_tarred_audio_dataset.py Signed-off-by: Dima Rekesh <[email protected]> * reversing manifest shards flag Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests Signed-off-by: Dima Rekesh <[email protected]> * excluding manifests from webdataset url expansion Signed-off-by: Dima Rekesh <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * expand manifest paths before attempting to cache from datastore Signed-off-by: Dima Rekesh <[email protected]> * explicit use of UTF-8 for manifest i/o Signed-off-by: Dima Rekesh <[email protected]> --------- Signed-off-by: Dima Rekesh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update wfst_text_normalization.rst (#6374) Add Hungarian (incoming in NeMo-text-processing) Signed-off-by: Jim O’Regan <[email protected]> * Support Swiglu in TP PP Conversion (#6437) (#6451) * Support Swiglu in TP PP Conversion * Guard activation * Guard activation --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> * Update NeMo_TTS_Primer.ipynb (#6436) * Update NeMo_TTS_Primer.ipynb Changed a mistake in line 782. Instead of frequency band (ie. pitch) we should write frequency bin. Note that frequency bins in FFT are not related to pitch. Signed-off-by: Mostafa Ghorbandoost <[email protected]> * Update NeMo_TTS_Primer.ipynb Corrected the description of spectrogram and mel spectrogram calculations in lines 782 & 783 and added a fourth point to the description and added a reference for more mathematical details at the end of this point. Signed-off-by: Mostafa Ghorbandoost <[email protected]> --------- Signed-off-by: Mostafa Ghorbandoost <[email protected]> * add rampup batch size support for Megatron GPT (#6424) * added rampup batch size support Signed-off-by: Dmytro Pykhtar <[email protected]> * added tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * fixed the typos Signed-off-by: Dmytro Pykhtar <[email protected]> * added assertions Signed-off-by: Dmytro Pykhtar <[email protected]> * changed assertion rules Signed-off-by: Dmytro Pykhtar <[email protected]> * deleted unused imports Signed-off-by: Dmytro Pykhtar <[email protected]> * changed tests for rampup batch size Signed-off-by: Dmytro Pykhtar <[email protected]> * updated rampup batch size tests Signed-off-by: Dmytro Pykhtar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixed styling Signed-off-by: Dmytro Pykhtar <[email protected]> * rampup batch size tests changes Signed-off-by: Dmytro Pykhtar <[email protected]> --------- Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * Meagtron encoder decoder fix for empty validation outputs (#6459) (#6461) * 1. Meagtron encoder decoder fix for empty validation outputs. * 1. Debugging. --------- Signed-off-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Micha Livne <[email protected]> * Code-Switching dataset creation - upgrading to aggregate tokenizer manifest format (#6448) * added functionality to create agg tokenizer compatible manifest for CS, flag to use this mode by default Signed-off-by: Kunal Dhawan <[email protected]> * updated README with the new agg_tokenizer_manifest flag Signed-off-by: Kunal Dhawan <[email protected]> * fixed typo in scripts/speech_recognition/code_switching/README.md Signed-off-by: Kunal Dhawan <[email protected]> * changed agg_tokenizer_manifest to is_lid_manifest Signed-off-by: Kunal Dhawan <[email protected]> --------- Signed-off-by: Kunal Dhawan <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> * Added/updated new Conformer configs (#6426) (#6467) * Update script for ngram rnnt and hat beam search decoding (#6370) * add rnnt ngram beamsearch script Signed-off-by: andrusenkoau <[email protected]> * add return encoding embedding option Signed-off-by: andrusenkoau <[email protected]> * update script Signed-off-by: andrusenkoau <[email protected]> * add rnnt and hat ngram decoding script Signed-off-by: andrusenkoau <[email protected]> * add some parameters Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return_encoder_embeddings parameter to RNNTDecodingConfig Signed-off-by: andrusenkoau <[email protected]> * replace return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * generalization of scipt behavior Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * remove return_encoder_embeddings parameter Signed-off-by: andrusenkoau <[email protected]> * add manual encoder_embeddings calculation Signed-off-by: andrusenkoau <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix beam_width value to 8 Signed-off-by: Andrei Andrusenko <[email protected]> * fix rescoring description Signed-off-by: Andrei Andrusenko <[email protected]> --------- Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> * BERT pre-training mp fork to spawn (#6442) (#6454) * change bert fork to spawn * num_workers=0 fix --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * fix replace_bos_with_pad not found (#6443) (#6450) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * reduce workers on NMT CI (#6472) (#6474) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added KERPLE positional embeddings to encoder-decoder. Signed-off-by: Micha Livne <[email protected]> * 1. Added a missing file. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixing commits. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. * 1. Debugging. * 1. Debugging. * 1. Debugging. --------- Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Micha Livne <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * 1. Added external index sample. (#6462) Signed-off-by: Micha Livne <[email protected]> * Fix cache aware hybrid bugs (#6466) * Update README to add core installation (#6488) * update README for megatron-core Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> * Fix typos (#6494) Signed-off-by: smajumdar <[email protected]> * fix broken links r1.18.0 (#6501) * fix broken links Signed-off-by: Evelina <[email protected]> * fix broken links Signed-off-by: Evelina <[email protected]> --------- Signed-off-by: Evelina <[email protected]> * 1. Fixed gaussian hidden transform. Signed-off-by: Micha Livne <[email protected]> * 1. Finished updating hidden loss for MIM. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix custom forward_torch_softmax (#6512) Signed-off-by: Abhinav Khattar <[email protected]> * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamp… (#6500) * [BugFix] Force _get_batch_preds() to keep logits in decoder timestamps generator r1.18.0 Signed-off-by: Taejin Park <[email protected]> * ignore keep_logits in FrameBatchASRLogits Signed-off-by: Taejin Park <[email protected]> --------- Signed-off-by: Taejin Park <[email protected]> * [TTS] fixed broken path. (#6514) Signed-off-by: Xuesong Yang <[email protected]> * 1. Added a hiddens module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typos (#6523) (#6539) * Fix typos Signed-off-by: smajumdar <[email protected]> * Fix typos Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> (cherry picked from commit 7fa47bfcd359f1ea80ad056d8bb2d78f97c6206a) * added back the fast emit section to the configs. (#6540) * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> * added back the fast emit section to the configs. Signed-off-by: Vahid <[email protected]> --------- Signed-off-by: Vahid <[email protected]> * Fix fp16 (#6543) Signed-off-by: MaximumEntropy <[email protected]> * fix (#6529) Signed-off-by: Abhinav Khattar <[email protected]> * pass .scale instead of scaler object to core (#6545) Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Change Megatron Enc Dec model to use persistent_workers (#6548) * persistent workers Signed-off-by: Abhinav Khattar <[email protected]> * fix Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: Eric Harper <[email protected]> * Add FastConformer Hybrid ASR models for EN, ES, IT, DE, PL, HR, UA, BY (#6549) * Added fastconfomer hybrid asr models for en, es, it, de, pl, hr, ua, by Signed-off-by: KunalDhawan <[email protected]> * updated ASR docs with the fastconformer hybrid checkpoints Signed-off-by: KunalDhawan <[email protected]> * added the fastconformer RNNT and CTC models Signed-off-by: KunalDhawan <[email protected]> --------- Signed-off-by: KunalDhawan <[email protected]> * Add scores for FastConformer models (#6557) Signed-off-by: smajumdar <[email protected]> * Patch transcribe and support offline transcribe for hybrid model (#6550) Signed-off-by: fayejf <[email protected]> * Not doing CastToFloat by default (#6524) * Not doing CastToFloat by default Signed-off-by: Boris Fomitchev <[email protected]> * Added docustring Signed-off-by: Boris Fomitchev <[email protected]> * Dummy commit Signed-off-by: Boris Fomitchev <[email protected]> --------- Signed-off-by: Boris Fomitchev <[email protected]> * temp rtd fix (#6568) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update manifest.py for speedup (#6565) * Update manifest.py Re-order the checks for faster processing audio filepaths that are already absolute paths Signed-off-by: He Huang (Steve) <[email protected]> * Update manifest.py Signed-off-by: He Huang (Steve) <[email protected]> --------- Signed-off-by: He Huang (Steve) <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Turn autocast off when precision is fp32 (#6554) * Turn autocast off when precision is fp32 Signed-off-by: Abhinav Khattar <[email protected]> * address review Signed-off-by: Abhinav Khattar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fixes Signed-off-by: Abhinav Khattar <[email protected]> * merge Signed-off-by: Abhinav Khattar <[email protected]> --------- Signed-off-by: Abhinav Khattar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> * More streaming conformer export fixes (#6567) Signed-off-by: Greg Clark <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> * Fix batch size reconf for T5 FT for multi-validation (#6582) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Updated Megatron LM encoder/decoder to use cfg for hiddens. Signed-off-by: Micha Livne <[email protected]> * 1. Added support to register externalhidden loss / transforms. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Make tensor split contiguous (#6580) Signed-off-by: Abhinav Khattar <[email protected]> * Patches from main to r1.18.0 for Virtual Parallel (#6592) * Add interleaved pp support (#6498) * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Add support for Virtual Pipeline Parallel conversion Signed-off-by: smajumdar <[email protected]> * Switch to megatron core Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit fa9ab5b41301c9d92c97bf37894f9c94de6b91b5) * Add patches for Virtual Parallel conversion (#6589) * Add patches for Virtual Parllel conversion Signed-off-by: smajumdar <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: smajumdar <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> (cherry picked from commit 4d639ef36b10d8536db02bc47ea30f4acbc061bb) * Documentation for ASR-TTS models (#6594) * Add docs about hybrid ASR-TTS models Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about text-only datasets Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS checkpoints Signed-off-by: Vladimir Bataev <[email protected]> * Add docs about ASR-TTS configs and training Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * ASR-TTS docs: add to api, fix imports Signed-off-by: Vladimir Bataev <[email protected]> * Clean up Signed-off-by: Vladimir Bataev <[email protected]> * Wrap optional import Signed-off-by: Vladimir Bataev <[email protected]> * Revert general ASR import Signed-off-by: Vladimir Bataev <[email protected]> --------- Signed-off-by: Vladimir Bataev <[email protected]> * Update SDP docs (#6485) * add info about SDP e.g. processor classes in docs Signed-off-by: Elena Rastorgueva <[email protected]> * add link to SDP docs in README Signed-off-by: Elena Rastorgueva <[email protected]> * address code review comments and add SDP overview diagram Signed-off-by: Elena Rastorgueva <[email protected]> * Fix spelling typo Signed-off-by: Elena Rastorgueva <[email protected]> --------- Signed-off-by: Elena Rastorgueva <[email protected]> * Create dummy iters to satisy len checks (#6600) Signed-off-by: Abhinav Khattar <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * Restore GPT support for interleaved pipeline parallelism (#6528) * Restore logic for data-parallel communication with pipeline parallelism in GPT Signed-off-by: Tim Moon <[email protected]> * Support dynamic attention masks in GPT Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Debug typos Signed-off-by: Tim Moon <[email protected]> * Debug data iterator caching with interleaved pipeline parallelism Each model chunk accesses the data iterator multiple times, so we need to cache multiple samples. Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update Megatron-LM commit Signed-off-by: Tim Moon <[email protected]> * Distinguish between list of data iterators and data iterator that is a list Signed-off-by: Tim Moon <[email protected]> * Create dummy iters to satisy len checks Signed-off-by: Abhinav Khattar <[email protected]> * Kludge while waiting for Megatron-LM update Signed-off-by: Tim Moon <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * set transformers offline to avoid rate limiting Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Eric Harper <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Abhinav Khattar <[email protected]> * Patch transcribe_util for steaming mode and add wer calculation back to inference scripts (#6601) * fix write Signed-off-by: fayejf <[email protected]> * decoding ctc Signed-off-by: fayejf <[email protected]> * temp set rnnt decoding return_best_hypothesis to true Signed-off-by: fayejf <[email protected]> * add wer cal back to transcribe_speech as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_rnnt as requested Signed-off-by: fayejf <[email protected]> * add wer cal back to speech_to_text_buffered_infer_ctc as requested Signed-off-by: fayejf <[email protected]> * style fix Signed-off-by: fayejf <[email protected]> * reflect change in asr_evaluator Signed-off-by: fayejf <[email protected]> * reflect som and vahid comment Signed-off-by: fayejf <[email protected]> * remove return_best_hy=true in transcribe_speech Signed-off-by: fayejf <[email protected]> * no text skip Signed-off-by: fayejf <[email protected]> --------- Signed-off-by: fayejf <[email protected]> * 1. Added example conf YAML. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support in tensor_parallel. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add hat image to docs (#6619) Signed-off-by: andrusenkoau <[email protected]> * update core commit hash in readme (#6622) Signed-off-by: Abhinav Khattar <[email protected]> * Patch decoding for PC models (#6630) * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> * Patch decoding logic for PC models Signed-off-by: smajumdar <[email protected]> --------- Signed-off-by: smajumdar <[email protected]> * Fix wer.py where 'errors' variable was not set (#6633) Fix wer.py where 'errors' variable was not set when both reference and hypothesis are empty strings Signed-off-by: He Huang (Steve) <[email protected]> * fix att_context_size bug for older models. (#6635) Signed-off-by: Vahid <[email protected]> * Add megatron_core to requirements (#6639) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: ericharper <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Remove from jenkins (#6641) * add megatron_core to requirements Signed-off-by: ericharper <[email protected]> * remove from jenkins Signed-off-by: ericharper <[email protected]> --------- Signed-off-by: ericharper <[email protected]> * remove dup (#6643) Signed-off-by: ericharper <[email protected]> * 1. Fixed config to use names, and added better error messages. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Added support to pass extra data to hiddens for loss computation. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Working on passing extra data to hiddnes. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed support in loading .nemo without hiddnes module. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Improved and fixed logging of validation and testing. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed training logging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Fixed logging of hidden loss. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed logging names. 2. Added logging to hiddens and tokens loss. Signed-off-by: Micha Livne <[email protected]> * 1. Fixed conflicts. Signed-off-by: Micha Livne <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> * 1. Debugging. Signed-off-by: Micha Livne <[email protected]> --------- Signed-off-by: Xuesong Yang <[email protected]> Signed-off-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: Jocelyn Huang <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: fayejf <[email protected]> Signed-off-by: Alexandra Antonova <[email protected]> Signed-off-by: Virginia Adams <[email protected]> Signed-off-by: Vladimir Bataev <[email protected]> Signed-off-by: ericharper <[email protected]> Signed-off-by: Vahid <[email protected]> Signed-off-by: Ante Jukić <[email protected]> Signed-off-by: David Mosallanezhad <[email protected]> Signed-off-by: sam1373 <[email protected]> Signed-off-by: MaximumEntropy <[email protected]> Signed-off-by: ekmb <[email protected]> Signed-off-by: Yang Zhang <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: Tim Moon <[email protected]> Signed-off-by: Abhinav Khattar <[email protected]> Signed-off-by: smajumdar <[email protected]> Signed-off-by: Micha Livne <[email protected]> Signed-off-by: hsiehjackson <[email protected]> Signed-off-by: Dima Rekesh <[email protected]> Signed-off-by: Jim O’Regan <[email protected]> Signed-off-by: Mostafa Ghorbandoost <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Dmytro Pykhtar <[email protected]> Signed-off-by: Kunal Dhawan <[email protected]> Signed-off-by: andrusenkoau <[email protected]> Signed-off-by: Andrei Andrusenko <[email protected]> Signed-off-by: Evelina <[email protected]> Signed-off-by: Taejin Park <[email protected]> Signed-off-by: KunalDhawan <[email protected]> Signed-off-by: Boris Fomitchev <[email protected]> Signed-off-by: He Huang (Steve) <[email protected]> Signed-off-by: Greg Clark <[email protected]> Signed-off-by: Elena Rastorgueva <[email protected]> Signed-off-by: Eric Harper <[email protected]> Co-authored-by: Xuesong Yang <[email protected]> Co-authored-by: Oleksii Kuchaiev <[email protected]> Co-authored-by: Jocelyn <[email protected]> Co-authored-by: Somshubra Majumdar <[email protected]> Co-authored-by: fayejf <[email protected]> Co-authored-by: bene-ges <[email protected]> Co-authored-by: Alexandra Antonova <[email protected]> Co-authored-by: Virginia Adams <[email protected]> Co-authored-by: Zhilin Wang <[email protected]> Co-authored-by: Vladimir Bataev <[email protected]> Co-authored-by: Nithin Rao <[email protected]> Co-authored-by: Eric Harper <[email protected]> Co-authored-by: Vahid Noroozi <[email protected]> Co-authored-by: anteju <[email protected]> Co-authored-by: Ante Jukić <[email protected]> Co-authored-by: David <[email protected]> Co-authored-by: David Mosallanezhad <[email protected]> Co-authored-by: Samuel Kriman <[email protected]> Co-authored-by: Sandeep Subramanian <[email protected]> Co-authored-by: Evelina <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Yang Zhang <[email protected]> Co-authored-by: Sean Naren <[email protected]> Co-authored-by: Tim Moon <[email protected]> Co-authored-by: Neha Tadimeti <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Abhinav Khattar <[email protected]> Co-authored-by: Cheng-Ping Hsieh <[email protected]> Co-authored-by: Dima Rekesh <[email protected]> Co-authored-by: Jim O’Regan <[email protected]> Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Mostafa Ghorbandoost <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Dmytro Pykhtar <[email protected]> Co-authored-by: Kunal Dhawan <[email protected]> Co-authored-by: Andrei Andrusenko <[email protected]> Co-authored-by: Taejin Park <[email protected]> Co-authored-by: Boris Fomitchev <[email protected]> Co-authored-by: He Huang (Steve) <[email protected]> Co-authored-by: Greg Clark <[email protected]> Co-authored-by: Elena Rastorgueva <[email protected]>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
What does this PR do ?
This restores support for interleaved pipeline parallelism after #6393.
Collection: NLP
Changelog
Usage
Set
virtual_pipeline_model_parallel_size > 1:NeMo/examples/nlp/language_modeling/conf/megatron_gpt_config.yaml
Line 51 in 5468077
This requires
pipeline_model_parallel_size > 2andvirtual_pipeline_model_parallel_size*pipeline_model_parallel_sizedividesnum_layers.Before your PR is "Ready for review"
Pre checks:
PR Type:
If you haven't finished some of the above items you can still open "Draft" PR.
Who can review?
Anyone in the community is free to review the PR once the checks have passed.
Contributor guidelines contains specific people who can review PRs to various areas.
Pinging @aklife97.
Additional Information