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

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Deezer source separation library including pretrained models.

Segmentation models with pretrained backbones. PyTorch.

A PyTorch implementation of EfficientNet

A treasure chest for visual classification and recognition powered by PaddlePaddle

OpenMMLab Pre-training Toolbox and Benchmark

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

Natural Language Processing Best Practices & Examples

An open source implementation of CLIP.

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

Sandbox for training deep learning networks

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.