[LLM] Support fuse attention q, k, v weights #8202
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1.1. modify 1., code order 2. switch to name_mapping 3. solve tp branch 3.2 follow hui, handel qkv separately 3.3 handle pdparams 3.4 from torch 3.5 abandon low_cpu_mem_usage 3.6 solve shard branch
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## develop #8202 +/- ##
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+ Coverage 55.33% 55.45% +0.12%
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Files 614 614
Lines 95341 95570 +229
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+ Hits 52753 52999 +246
+ Misses 42588 42571 -17 ☔ View full report in Codecov by Sentry. |
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ZHUI
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Apr 17, 2024
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简单测试 llama 7b 加载速度。 |
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LoRA 适配 |
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* [XPU] llama add xpu support (#8282) * [XPU] llama add xpu support * fix * use try import * fix * refine * refine * refine * refine * update (#8399) * [LLM] Support fuse attention q, k, v weights (#8202) 1. add use-interface & fuse action 1.1. modify 1., code order 2. switch to name_mapping 3. solve tp branch 3.2 follow hui, handel qkv separately 3.3 handle pdparams 3.4 from torch 3.5 abandon low_cpu_mem_usage 3.6 solve shard branch * 3.6.1 solve shard branch after rebase develop * code clean * remove debug comment * Redefine fuse and split functions * Redefine fuse and split functions * comment and fix * update method * update QKV fuse and split * support fuse weights in multi-files * add precision compare * simplify function call * support use_fast_ffn * clean modeling and configuration * add test for gpt and opt * fix tp_actions get * add fast_ffn test * add Qwen2Moe * Revert "add Qwen2Moe" This reverts commit 113b883. * add test for split * update doc * update filter_dict_keys --------- Co-authored-by: Zii <[email protected]> * [LLM] Fix fuse or split with same key (#8378) * fix fuse or split with same key * fix * fix eps * update format * [LLM] add decay steps option for finetuning (#8251) * [LLM] add memory stats to logger of trainer (#8269) * [Distributed] fix lora (#8325) * [LLM] fix lora target modules on llama (#8372) * [Distributed] metric calculation supports tp logits (#8370) * Update model_utils.py * Update model_utils.py * Update model_utils.py --------- Co-authored-by: Jianbang Yang <[email protected]> Co-authored-by: DrownFish19 <[email protected]> Co-authored-by: Zii <[email protected]> Co-authored-by: Tian <[email protected]>
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Description
normal fuse weights