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🤗 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 147k 29.7k

diffusers

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

Python 29.8k 6.1k

datasets

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

Python 20.4k 2.9k

peft

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

Python 19.1k 2k

accelerate

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🚀 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 1.2k

optimum

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

Python 3k 561

Showing 10 of 334 repositories

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 29,841Apache-2.0 6,120 515 (11 issues need help) 204 UpdatedJul 18, 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 34,782Apache-2.0 4,960 55 (4 issues need help) 23 UpdatedJul 18, 2025
transformers.js Public
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
huggingface/transformers.js’s past year of commit activity
JavaScript 14,138Apache-2.0 964 343 (3 issues need help) 64 UpdatedJul 18, 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 147,141Apache-2.0 29,700 1,053 (2 issues need help) 809 UpdatedJul 18, 2025
lerobot Public
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
huggingface/lerobot’s past year of commit activity
Python 15,943Apache-2.0 2,175 342 196 UpdatedJul 19, 2025
large-scale-image-deduplication Public
huggingface/large-scale-image-deduplication’s past year of commit activity
Python 115 9 0 0 UpdatedJul 19, 2025
xet-core Public
xet client tech, used in huggingface_hub
huggingface/xet-core’s past year of commit activity
Rust 129Apache-2.0 13 11 8 UpdatedJul 18, 2025
huggingface.js Public
Use Hugging Face with JavaScript
huggingface/huggingface.js’s past year of commit activity
TypeScript 2,176MIT 468 107 (5 issues need help) 62 UpdatedJul 18, 2025
candle Public
Minimalist ML framework for Rust
huggingface/candle’s past year of commit activity
Rust 17,648Apache-2.0 1,150 436 (5 issues need help) 122 UpdatedJul 18, 2025
trl Public
Train transformer language models with reinforcement learning.
huggingface/trl’s past year of commit activity
Python 14,663Apache-2.0 2,049 423 92 UpdatedJul 18, 2025