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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 194 68

  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 244 38

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

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

    Python 41 56

  4. fms-acceleration fms-acceleration Public

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

    Python 9 15

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

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

    Rust 15 28

  6. bamba bamba Public

    Train, tune, and infer Bamba model

    Python 119 14

Repositories

Showing 10 of 27 repositories
  • aiu-fms-testing-utils Public

    Tests/Scripts for use with foundation-model-stack models running on AIU

    foundation-model-stack/aiu-fms-testing-utils’s past year of commit activity
    Python 4 13 2 17 Updated May 6, 2025
  • 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 15 Apache-2.0 28 29 (2 issues need help) 3 Updated May 6, 2025
  • 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 194 Apache-2.0 68 38 (4 issues need help) 42 Updated May 6, 2025
  • 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 41 Apache-2.0 56 23 (2 issues need help) 19 Updated May 5, 2025
  • fms-fsdp Public

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

    foundation-model-stack/fms-fsdp’s past year of commit activity
    Python 244 Apache-2.0 38 22 9 Updated May 2, 2025
  • 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 9 Apache-2.0 15 22 (11 issues need help) 3 Updated May 2, 2025
  • fms-model-optimizer Public

    FMS Model Optimizer is a framework for developing reduced precision neural network models.

    foundation-model-stack/fms-model-optimizer’s past year of commit activity
    Python 17 Apache-2.0 11 13 (1 issue needs help) 5 Updated May 2, 2025
  • bamba Public

    Train, tune, and infer Bamba model

    foundation-model-stack/bamba’s past year of commit activity
    Python 119 Apache-2.0 14 4 0 Updated Apr 28, 2025
  • vllm-detector-adapter Public

    Tiny adapter that runs on top of vllm and provides detector APIs

    foundation-model-stack/vllm-detector-adapter’s past year of commit activity
    Python 5 Apache-2.0 6 7 5 Updated Apr 24, 2025
  • vllm-triton-backend Public

    A Triton-only attention backend for vLLM

    foundation-model-stack/vllm-triton-backend’s past year of commit activity
    Python 5 Apache-2.0 6 0 3 Updated Apr 24, 2025

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