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

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Let us control diffusion models!

Code and documentation to train Stanford's Alpaca models, and generate the data.

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

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

Generative Models by Stability AI

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

ModelScope: bring the notion of Model-as-a-Service to life.

A Collection of Variational Autoencoders (VAE) in PyTorch.

Google AI 2018 BERT pytorch implementation

Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

Gluon CV Toolkit

Nightly release of ControlNet 1.1

Official implementation code of the paper <AnyText: Multilingual Visual Text Generation And Editing>

A tool for extracting plain text from Wikipedia dumps

mPLUG-Owl: The Powerful Multi-modal Large Language Model Family

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

Next-Token Prediction is All You Need

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Generate text images for training deep learning ocr model

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need