🤗 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.

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

Deezer source separation library including pretrained models.

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

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Pretrained models for TensorFlow.js

An open source implementation of CLIP.

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

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

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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

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

A PyTorch implementation of EfficientNet

CodeGeeX2: A More Powerful Multilingual Code Generation Model

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

Tools for merging pretrained large language models.

a state-of-the-art-level open visual language model | 多模态预训练模型

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

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

Natural Language Processing Best Practices & Examples

Silero Models: pre-trained text-to-speech models made embarrassingly simple

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

A treasure chest for visual classification and recognition powered by PaddlePaddle

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

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

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Superduper: End-to-end framework for building custom AI applications and agents.