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@foundation-model-stack

Foundation Model Stack

IBM Research's home for incubating, advancing and upstreaming open source for foundation model development, training, tuning and inference.

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  1. foundation-model-stack foundation-model-stack Public

    🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.

    Python 163 53

  2. fms-fsdp fms-fsdp Public

    🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash attention v2.

    Python 190 31

  3. fms-hf-tuning fms-hf-tuning Public

    🚀 Collection of tuning recipes with HuggingFace SFTTrainer and PyTorch FSDP.

    Python 26 45

  4. fms-acceleration fms-acceleration Public

    🚀 Collection of libraries used with fms-hf-tuning to accelerate fine-tuning and training of large models.

    Python 6 8

  5. fms-guardrails-orchestrator fms-guardrails-orchestrator Public

    🚀 Guardrails orchestration server for application of various detections on text generation input and output.

    Rust 4 17

Repositories

Showing 10 of 20 repositories
  • fms-acceleration Public

    🚀 Collection of libraries used with fms-hf-tuning to accelerate fine-tuning and training of large models.

    foundation-model-stack/fms-acceleration’s past year of commit activity
    Python 6 Apache-2.0 8 18 (8 issues need help) 4 Updated Nov 10, 2024
  • fms-dgt Public

    Synthetic Data Generation for Foundation Models

    foundation-model-stack/fms-dgt’s past year of commit activity
    Python 14 Apache-2.0 20 2 1 Updated Nov 8, 2024
  • foundation-model-stack Public

    🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.

    foundation-model-stack/foundation-model-stack’s past year of commit activity
    Python 163 Apache-2.0 53 35 (4 issues need help) 35 Updated Nov 8, 2024
  • fms-hf-tuning Public

    🚀 Collection of tuning recipes with HuggingFace SFTTrainer and PyTorch FSDP.

    foundation-model-stack/fms-hf-tuning’s past year of commit activity
    Python 26 Apache-2.0 45 18 (2 issues need help) 23 Updated Nov 7, 2024
  • fms-guardrails-orchestrator Public

    🚀 Guardrails orchestration server for application of various detections on text generation input and output.

    foundation-model-stack/fms-guardrails-orchestrator’s past year of commit activity
    Rust 4 Apache-2.0 17 28 (3 issues need help) 3 Updated Nov 7, 2024
  • fm-training-estimator Public

    Estimate resources needed to train LLMs

    foundation-model-stack/fm-training-estimator’s past year of commit activity
    Python 11 Apache-2.0 6 1 0 Updated Nov 7, 2024
  • hf-resource-scanner Public

    Scan resources consumed during LLM training

    foundation-model-stack/hf-resource-scanner’s past year of commit activity
    Python 7 Apache-2.0 1 1 0 Updated Nov 4, 2024
  • fastsafetensors Public

    High-performance safetensors model loader

    foundation-model-stack/fastsafetensors’s past year of commit activity
    Python 4 Apache-2.0 2 0 0 Updated Nov 1, 2024
  • moe-distributed-training Public

    Demonstration of MoE distributed training using various techniques

    foundation-model-stack/moe-distributed-training’s past year of commit activity
    Python 1 0 0 0 Updated Oct 31, 2024
  • foundation-model-stack/base-images’s past year of commit activity
    Dockerfile 2 Apache-2.0 4 0 0 Updated Oct 28, 2024

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