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@huggingface

Hugging Face

The AI community building the future.

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  1. transformers transformers Public

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Python 129k 25.5k

  2. diffusers diffusers Public

    🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

    Python 23.9k 4.9k

  3. datasets datasets Public

    🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    Python 18.7k 2.6k

  4. peft peft Public

    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

    Python 14.9k 1.4k

  5. accelerate accelerate Public

    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

    Python 7.3k 871

  6. optimum optimum Public

    🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

    Python 2.3k 400

Repositories

Showing 10 of 232 repositories
  • peft Public

    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

    huggingface/peft’s past year of commit activity
    Python 14,892 Apache-2.0 1,417 21 14 Updated Jul 3, 2024
  • blog Public

    Public repo for HF blog posts

    huggingface/blog’s past year of commit activity
    Jupyter Notebook 2,134 655 135 (1 issue needs help) 70 Updated Jul 3, 2024
  • ratchet Public

    A cross-platform browser ML framework.

    huggingface/ratchet’s past year of commit activity
  • transformers Public

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    huggingface/transformers’s past year of commit activity
    Python 128,501 Apache-2.0 25,493 903 (2 issues need help) 264 Updated Jul 3, 2024
  • setfit Public

    Efficient few-shot learning with Sentence Transformers

    huggingface/setfit’s past year of commit activity
    Jupyter Notebook 2,072 Apache-2.0 208 112 9 Updated Jul 3, 2024
  • optimum-tpu Public

    Google TPU optimizations for transformers models

    huggingface/optimum-tpu’s past year of commit activity
    Python 39 Apache-2.0 8 5 1 Updated Jul 3, 2024
  • lighteval Public

    LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.

    huggingface/lighteval’s past year of commit activity
    Python 467 MIT 54 48 (2 issues need help) 16 Updated Jul 3, 2024
  • accelerate Public

    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

    huggingface/accelerate’s past year of commit activity
    Python 7,316 Apache-2.0 871 110 13 Updated Jul 3, 2024
  • optimum-quanto Public

    A pytorch quantization backend for optimum

    huggingface/optimum-quanto’s past year of commit activity
    Python 645 Apache-2.0 36 13 (2 issues need help) 1 Updated Jul 3, 2024
  • huggingface/bench_cluster’s past year of commit activity
    Python 1 0 0 0 Updated Jul 3, 2024