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@huggingface

Hugging Face

The AI community building the future.

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  1. transformers transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python 146k 29.5k

  2. diffusers diffusers Public

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

    Python 29.6k 6.1k

  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 20.3k 2.9k

  4. peft peft Public

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

    Python 18.9k 1.9k

  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 8.9k 1.1k

  6. optimum optimum Public

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

    Python 3k 556

Repositories

Showing 10 of 331 repositories
  • transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    huggingface/transformers’s past year of commit activity
    Python 146,440 Apache-2.0 29,525 1,078 (2 issues need help) 794 Updated Jul 4, 2025
  • optimum-neuron Public

    Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

    huggingface/optimum-neuron’s past year of commit activity
    Jupyter Notebook 231 Apache-2.0 77 13 2 Updated Jul 4, 2025
  • dataset-viewer Public

    Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.

    huggingface/dataset-viewer’s past year of commit activity
    Python 765 Apache-2.0 96 132 (6 issues need help) 17 Updated Jul 4, 2025
  • optimum-intel Public

    🤗 Optimum Intel: Accelerate inference with Intel optimization tools

    huggingface/optimum-intel’s past year of commit activity
    Jupyter Notebook 475 Apache-2.0 136 29 22 Updated Jul 4, 2025
  • huggingface-gemma-recipes Public

    Inference, Fine Tuning and many more recipes with Gemma family of models

    huggingface/huggingface-gemma-recipes’s past year of commit activity
    Jupyter Notebook 137 MIT 19 3 (1 issue needs help) 0 Updated Jul 4, 2025
  • huggingface/hf-endpoints-documentation’s past year of commit activity
    17 13 0 2 Updated Jul 4, 2025
  • pytorch-image-models Public

    The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

    huggingface/pytorch-image-models’s past year of commit activity
    Python 34,637 Apache-2.0 4,943 50 (4 issues need help) 25 Updated Jul 4, 2025
  • diffusers Public

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

    huggingface/diffusers’s past year of commit activity
    Python 29,642 Apache-2.0 6,082 509 (11 issues need help) 206 Updated Jul 4, 2025
  • notebooks Public

    Notebooks using the Hugging Face libraries 🤗

    huggingface/notebooks’s past year of commit activity
    Jupyter Notebook 4,177 Apache-2.0 1,704 150 75 Updated Jul 4, 2025
  • 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 8,899 Apache-2.0 1,147 88 (5 issues need help) 21 Updated Jul 4, 2025