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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 29.3k

  2. diffusers diffusers Public

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

    Python 29.3k 6k

  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 2.8k

  4. peft peft Public

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

    Python 18.8k 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 8.8k 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 2.9k 547

Repositories

Showing 10 of 321 repositories
  • lerobot Public

    🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

    huggingface/lerobot’s past year of commit activity
    Python 14,461 Apache-2.0 1,853 247 150 Updated Jun 13, 2025
  • nanoVLM Public

    The simplest, fastest repository for training/finetuning small-sized VLMs.

    huggingface/nanoVLM’s past year of commit activity
    Python 3,236 269 20 7 Updated Jun 13, 2025
  • 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 145,569 Apache-2.0 29,334 1,048 (2 issues need help) 779 Updated Jun 13, 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 34,442 Apache-2.0 4,929 52 (5 issues need help) 24 Updated Jun 13, 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 29,344 Apache-2.0 6,023 499 (12 issues need help) 195 Updated Jun 13, 2025
  • huggingface/inference-playground’s past year of commit activity
    Svelte 42 MIT 3 0 1 Updated Jun 13, 2025
  • xet-core Public

    xet client tech, used in huggingface_hub

    huggingface/xet-core’s past year of commit activity
    Rust 115 Apache-2.0 13 3 10 Updated Jun 13, 2025
  • datasets Public

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

    huggingface/datasets’s past year of commit activity
    Python 20,267 Apache-2.0 2,847 811 (2 issues need help) 97 Updated Jun 13, 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 8,828 Apache-2.0 1,128 83 (4 issues need help) 18 Updated Jun 13, 2025
  • trl Public

    Train transformer language models with reinforcement learning.

    huggingface/trl’s past year of commit activity
    Python 14,163 Apache-2.0 1,959 402 78 Updated Jun 13, 2025