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U-ViT. A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".
★ 1.1kAnalytic-DPM. Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)
★ 173Extended-Analytic-DPM. Official implementation for Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models (ICML 2022), and a reimplementation of Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022)
★ 109BiSM. Python
★ 12stable-diffusion-analytic-dpm. Python
★ 7VaGES. Python
★ 5stability_ho. Python
★ 3FindTheChatGPTer. 汇总那些ChatGPT的平替们,仅汇总那些开源代码/模型文件以及对话语料,闭源或者部分闭源的暂时不在统计范围内
★ 1moco-jax. Python
★ 1Vidu-S1. Vidu S1: A Real-Time Interactive Video Generation Model
★ 150minWM. A Minimal and Elegant Framework & Tutorial for Real-Time Interactive World Models
★ 697TurboDiffusion. TurboDiffusion: 100–200× Acceleration for Video Diffusion Models
★ 3.6kSageAttention. [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.
★ 3.5kMNBVC. MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化,也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。
★ 4.2kMetaCLIP. NeurIPS 2025 Spotlight; ICLR2024 Spotlight; CVPR 2024; EMNLP 2024
★ 1.8kconsistencydecoder. Consistency Distilled Diff VAE
★ 2.2klm-evaluation-harness. A framework for few-shot evaluation of language models.
★ 13kdatablations. Scaling Data-Constrained Language Models
★ 344open_llama. OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
★ 7.5kRedPajama-Data. The RedPajama-Data repository contains code for preparing large datasets for training large language models.
★ 5kcc_net. Tools to download and cleanup Common Crawl data
★ 1kLLMDataHub. A quick guide (especially) for trending instruction finetuning datasets
★ 3.4kViTDet. Unofficial implementation for [ECCV'22] "Exploring Plain Vision Transformer Backbones for Object Detection"
★ 585LLMSurvey. The official GitHub page for the survey paper "A Survey of Large Language Models".
★ 12kBaichuan2. A series of large language models developed by Baichuan Intelligent Technology
★ 4.1kVisCPM. [ICLR'24 spotlight] Chinese and English Multimodal Large Model Series (Chat and Paint) | 基于CPM基础模型的中英双语多模态大模型系列
★ 1.1kDiffusion-Models-Papers-Survey-Taxonomy. Diffusion model papers, survey, and taxonomy
★ 3.4kgenerative_agents. Generative Agents: Interactive Simulacra of Human Behavior
★ 22kStableSR. [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution
★ 2.7kAwesome-LLM. Awesome-LLM: a curated list of Large Language Model
★ 27kawesome-digital-human. Digital Human Resource: 2D/3D/4D Human Modeling, Avatar Generation & Animation, Clothed People Digitalization, Virtual Try-On, etc.
★ 2kbaselines. OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
★ 17ktianshou. An elegant PyTorch deep reinforcement learning library.
★ 11kAwesome-Multimodal-Research. A curated list of Multimodal Related Research.
★ 1.4kawesome-multimodal-ml. Reading list for research topics in multimodal machine learning
★ 6.9kBaichuan-7B. A large-scale 7B pretraining language model developed by BaiChuan-Inc.
★ 5.7kFastChat. An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
★ 39kawesome-LLMs-In-China. 中国大模型
★ 6.5kMr.-Ranedeer-AI-Tutor. A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
★ 30kannotated_deep_learning_paper_implementations. 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
★ 67kroformer. Rotary Transformer
★ 1.1kawesome. 😎 Awesome lists about all kinds of interesting topics
★ 484kAwesome-Multimodal-Large-Language-Models. :sparkles::sparkles:Latest Advances on Multimodal Large Language Models
★ 18kcontrolvideo. Official implementation for "ControlVideo: Adding Conditional Control for One Shot Text-to-Video Editing"
★ 231LAVIS. LAVIS - A One-stop Library for Language-Vision Intelligence
★ 11kRWKV-LM. RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
★ 15kprolificdreamer. ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)
★ 1.6kStableStudio. Community interface for generative AI
★ 9kControlNet-v1-1-nightly. Nightly release of ControlNet 1.1
★ 5.2ktiktoken. tiktoken is a fast BPE tokeniser for use with OpenAI's models.
★ 19kAnime2Sketch. A sketch extractor for anime/illustration.
★ 2.1kT2I-Adapter. T2I-Adapter
★ 3.8kPrompt-Diffusion. Official PyTorch implementation of the paper "In-Context Learning Unlocked for Diffusion Models"
★ 414alpaca-lora. Instruct-tune LLaMA on consumer hardware
★ 19kMUSE-Pytorch. An in-context conditioning version of MUSE with pre-trained checkpoints.
★ 114IF. Python
★ 7.8kKandinsky-2. Kandinsky 2 — multilingual text2image latent diffusion model
★ 2.8kcc2dataset. Easily convert common crawl to a dataset of caption and document. Image/text Audio/text Video/text, ...
★ 321MOSS. An open-source tool-augmented conversational language model from Fudan University
★ 12kchatgpt-academic-prompt-helper. 本项目是一个油猴脚本 (Tampermonkey),旨在便于网页版 Chatgpt 的 prompt 输入,并内置了一些常用的学术 prompt 模板。
★ 39StableLM. StableLM: Stability AI Language Models
★ 16kMiniGPT-4. Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
★ 26kLLaVA. [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
★ 25ksegment-anything. The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
★ 55kCaption-Anything. Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything
★ 1.8kAutoGPT. AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
★ 185kdolly. Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
★ 11kFindTheChatGPTer. ChatGPT爆火,开启了通往AGI的关键一步,本项目旨在汇总那些ChatGPT的开源平替们,包括文本大模型、多模态大模型等,为大家提供一些便利
★ 2kMultiDiffusion. Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
★ 1.1kmixture-of-diffusers. Mixture of Diffusers for scene composition and high resolution image generation
★ 449multidiffusion-upscaler-for-automatic1111. Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0
★ 5kopen_clip. An open source implementation of CLIP.
★ 14kGrounded-Segment-Anything. Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
★ 18kGPT-4-LLM. Instruction Tuning with GPT-4
★ 4.3kawesome-gpt4. A curated list of prompts, tools, and resources regarding the GPT-4 language model.
★ 2.2kJARVIS. JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
★ 25kgpt_academic. 为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
★ 71kLlama-X. Open Academic Research on Improving LLaMA to SOTA LLM
★ 1.6kkarlo. Python
★ 699nanoGPT. The simplest, fastest repository for training/finetuning medium-sized GPTs.
★ 61kminGPT. A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
★ 25kevals. Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
★ 19kstanford_alpaca. Code and documentation to train Stanford's Alpaca models, and generate the data.
★ 30kChatGLM-6B. ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
★ 41kunidiffuser. Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"
★ 1.5koptimate. A collection of libraries to optimise AI model performances
★ 8.3kdiffusers. 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
★ 34kControlNet. Let us control diffusion models!
★ 34kllama. Inference code for Llama models
★ 60kawesome-chatgpt-prompts-zh. ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
★ 61kmetaseq. Repo for external large-scale work
★ 6.5kDALLE-pytorch. Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
★ 5.6kBigModelPapers. A collection of some large model papers.
★ 4fvcore. Collection of common code that's shared among different research projects in FAIR computer vision team.
★ 2.2kseminar_multimodal_dl. https://slds-lmu.github.io/seminar_multimodal_dl/
★ 171tuning_playbook. A playbook for systematically maximizing the performance of deep learning models.
★ 30kEEGSDE. This is the official implementation for Equivariant Enengy-guided SDE for Inverse Molecule Design (ICLR 2023)
★ 52sd-webui-image-sequence-toolkit. Extension for AUTOMATIC111's WebUI
★ 559DiffEdit-stable-diffusion. An unofficial implement of DiffEdit on stable-diffusion
★ 82Optimus. Optimus: the first large-scale pre-trained VAE language model
★ 392xformers. Hackable and optimized Transformers building blocks, supporting a composable construction.
★ 11kstable-diffusion-videos. Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
★ 4.7kdiffusion_experiments. An implementation of DiffEdit using Stable Diffusion
★ 53U-ViT. A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".
★ 1.1kVersatile-Diffusion. Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023
★ 1.3kAwesome-Text-to-Image. (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
★ 2.4kneuraltalk2. Efficient Image Captioning code in Torch, runs on GPU
★ 5.6kcoco-caption. kdexd/coco-caption@de6f385
★ 26EGSDE. Official implementation for "EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations" (NIPS 2022)
★ 237