🤗 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.

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• Updated Nov 12, 2026
• Python

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

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• Updated Nov 7, 2026
• Python

Deezer source separation library including pretrained models.

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• Updated Oct 28, 2026
• Python

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

natural-language-processing chinese pretrained-models large-language-models llm flash-attention

• Updated Mar 5, 2026
• Python

An open source implementation of CLIP.

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• Updated Nov 10, 2026
• Python

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

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• Updated May 23, 2026
• Python

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

pytorch pretrained-models speaker-recognition speaker-verification speech-processing speaker-diarization voice-activity-detection speech-activity-detection speaker-change-detection speaker-embedding overlapped-speech-detection

• Updated Nov 9, 2026
• Jupyter Notebook

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

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• Updated Sep 7, 2024
• Python

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

tools code-generation pretrained-models

• Updated Aug 13, 2024
• Python

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

deep-learning pytorch transformer pretrained-models language-model instruction-following chatgpt

• Updated Aug 10, 2026
• Python

A PyTorch implementation of EfficientNet

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• Updated Apr 8, 2022
• Python

CodeGeeX2: A More Powerful Multilingual Code Generation Model

tool code code-generation pretrained-models

• Updated Jul 10, 2024
• Python

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

chatbot chinese gpt pretrained-models llm long-context rlhf large-language-model flash-attention fine-tuning-llm

• Updated Oct 30, 2025
• Python

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

pretrained-models language-model multi-modal cross-modality visual-language-models

• Updated May 29, 2024
• Python

Natural Language Processing Best Practices & Examples

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• Updated Aug 30, 2022
• Python

Chronos: Pretrained Models for Time Series Forecasting

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• Updated Oct 5, 2026
• Python

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

text-to-speech speech pytorch tts speech-synthesis colab armenian russian speech-to-text ukrainian pretrained-models georgian belarus kyrgyz uzbek kazakh azerbaijani tajik tts-models torch-hub

• Updated Oct 15, 2026
• Jupyter Notebook

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

nlp computer-vision deep-learning transformers pytorch chinese pretrained-models multi-modal clip coreml-models contrastive-loss vision-language multi-modal-learning image-text-retrieval vision-and-language-pre-training

• Updated Mar 31, 2026
• Jupyter Notebook

A treasure chest for visual classification and recognition powered by PaddlePaddle

image-classification image-recognition pretrained-models knowledge-distillation product-recognition fastdeploy autoaugment cutmix randaugment gridmask deit repvgg swin-transformer image-retrieval-system

• Updated Nov 12, 2026
• Python

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

deep-learning dialog pytorch vqa pretrained-models captioning multimodal multi-tasking textvqa hateful-memes

• Updated Oct 6, 2026
• Python