🤗 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.

Inference code for Llama models

Unsloth Studio is a web UI for training and running open models like Qwen, DeepSeek, gpt-oss and Gemma locally.

Making large AI models cheaper, faster and more accessible

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Let us control diffusion models!

The official Meta Llama 3 GitHub site

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Janus-Series: Unified Multimodal Understanding and Generation Models

End-to-End Object Detection with Transformers

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

More relighting!

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

PyTorch implementations of deep reinforcement learning algorithms and environments

Graph Convolutional Networks in PyTorch

3D ResNets for Action Recognition (CVPR 2018)

A collection of loss functions for medical image segmentation

Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS ev…

Pytorch framework for doing deep learning on point clouds.

Unsupervised Learning for Image Registration

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

A PyTorch Library for Multi-Task Learning

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and rela…

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

PyTorch implementation of Contrastive Learning methods

The largest open-source medical AI skills library for OpenClaw🦞.

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

Implementations of recent research prototypes/demonstrations using MONAI.