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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 167k 34.8k

  2. diffusers diffusers Public

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

    Python 34.7k 7.4k

  3. datasets datasets Public

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

    Python 22k 3.5k

  4. peft peft Public

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

    Python 21.8k 2.6k

  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 9.9k 1.5k

  6. optimum optimum Public

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

    Python 3.5k 697

Repositories

Showing 10 of 472 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 166,949 Apache-2.0 34,780 707 1,629 Updated Oct 10, 2026
  • agent-manager Public
    huggingface/agent-manager's past year of commit activity
    JavaScript 18 Apache-2.0 8 0 7 Updated Oct 10, 2026
  • 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 37,204 Apache-2.0 5,214 19 (1 issue needs help) 17 Updated Oct 10, 2026
  • hub-docs Public

    Docs of the Hugging Face Hub

    huggingface/hub-docs's past year of commit activity
    Handlebars 607 Apache-2.0 515 136 56 Updated Oct 9, 2026
  • speech-to-speech Public

    Build voice agents with open-source models

    huggingface/speech-to-speech's past year of commit activity
    Python 13,408 Apache-2.0 1,703 32 10 Updated Oct 10, 2026
  • diffusers Public

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

    huggingface/diffusers's past year of commit activity
    Python 34,695 Apache-2.0 7,382 863 (12 issues need help) 604 Updated Oct 9, 2026
  • trl Public

    Train transformer language models with reinforcement learning.

    huggingface/trl's past year of commit activity
    Python 19,477 Apache-2.0 3,051 109 139 Updated Oct 9, 2026
  • swift-transformers Public

    Swift Package to implement a transformers-like API in Swift

    huggingface/swift-transformers's past year of commit activity
    Swift 1,362 Apache-2.0 214 18 22 Updated Oct 9, 2026
  • swift-huggingface Public

    A Swift client for Hugging Face Hub and Inference Providers APIs

    huggingface/swift-huggingface's past year of commit activity
    Swift 178 Apache-2.0 32 2 2 Updated Oct 9, 2026
  • huggingface/kernels-community's past year of commit activity
    C++ 149 76 20 22 Updated Oct 9, 2026