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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 167 57

  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 197 32

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

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

    Python 28 48

  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 12

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

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

    Rust 4 18

Repositories

Showing 10 of 22 repositories
  • foundation-model-stack/vllm-detector-adapter’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Nov 28, 2024
  • 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 197 Apache-2.0 32 13 6 Updated Nov 27, 2024
  • bamba Public
    foundation-model-stack/bamba’s past year of commit activity
    0 0 0 0 Updated Nov 27, 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 1 0 Updated Nov 27, 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 167 Apache-2.0 57 35 (4 issues need help) 37 Updated Nov 26, 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 18 27 (3 issues need help) 2 Updated Nov 25, 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 28 Apache-2.0 48 18 (2 issues need help) 26 Updated Nov 25, 2024
  • fastsafetensors Public

    High-performance safetensors model loader

    foundation-model-stack/fastsafetensors’s past year of commit activity
    Python 6 Apache-2.0 3 0 0 Updated Nov 25, 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 7 2 1 Updated Nov 22, 2024
  • 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 12 21 (11 issues need help) 2 Updated Nov 15, 2024

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