Verb

ComfyUI-OCIO. Nuke-style OpenColorIO color nodes for ComfyUI - Read/Write (EXR, ProRes, sequences), ColorSpace, LogConvert, Display, CDL, FileTransform, LookTransform. Color-managed via OCIO + ACES.

Agent-Reach. Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

hands-on-modern-rl. 🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

tilelang. Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

RealVideo. A real-time streaming conversational video system that transforms text interactions into continuous, high-fidelity video responses using autoregressive diffusion.

Self-Forcing. Official codebase for "Self Forcing: Bridging Training and Inference in Autoregressive Video Diffusion" (NeurIPS 2025 Spotlight)

ms-swift. Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).

mindcraft. Minecraft AI with LLMs+Mineflayer

Qwen3-TTS. Qwen3-TTS is an open-source series of TTS models developed by the Qwen team at Alibaba Cloud, supporting stable, expressive, and streaming speech generation, free-form voice design, and vivid voice cloning.

sam-audio. The repository provides code for running inference with the Meta Segment Anything Audio Model (SAM-Audio), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

T5Gemma-TTS. Multilingual TTS model with voice cloning and duration control, based on T5Gemma encoder-decoder LLM

llama-cpp-python. Python bindings for llama.cpp

FlashCosyVoice. FlashCosyVoice: A lightweight vLLM implementation built from scratch for CosyVoice.

VibeVoice. VibeVoice: Expressive, longform conversational speech synthesis. (Community fork)

OpenCharacterTraining. Open Character Training

letta. Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.

gpt-graphic-design-evaluator. A LangChain implementation of an GPT-powered graphic design evaluation system based on the research paper "Can GPTs Evaluate Graphic Design Based on Design Principles?".

pipecat. Open Source framework for voice and multimodal conversational AI

cua. Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).

Qwen3-Omni. Qwen3-omni is a natively end-to-end, omni-modal LLM developed by the Qwen team at Alibaba Cloud, capable of understanding text, audio, images, and video, as well as generating speech in real time.

kuzu. Embedded property graph database built for speed. Vector search and full-text search built in. Implements Cypher.

FalkorDB. A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

auto_karaoke_maker. A program that automatically transcribes karaoke MIDI scores and lyrics, along with another program to play them

klavis. Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

NATTEN. Fast Multi-dimensional Sparse Attention

Awesome-RL-for-LRMs. A Survey of Reinforcement Learning for Large Reasoning Models

Awesome-RL-based-Reasoning-MLLMs. This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

ten-vad. Voice Activity Detector (VAD) : low-latency, high-performance and lightweight

DiscordChatExporter. Saves Discord chat logs to a file

everyday_use_kanji. 常用漢字・人名用漢字のテーブルとImGui用のコード生成スクリプト

chat-memory-system. 階層化された会話記憶システム - AI会話での長期記憶管理

serena. A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

radial-attention. [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation

Lumina-Accessory. Python

Awesome-Context-Engineering. 🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.

Index-anisora. Python

pyright. Static Type Checker for Python

semantic-kernel. Integrate cutting-edge LLM technology quickly and easily into your apps

QuickRecorder. A lightweight screen recorder based on ScreenCapture Kit for macOS / 基于 ScreenCapture Kit 的轻量化多功能 macOS 录屏工具

awesome-claude-code. A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins

SuperClaude_Framework. A configuration framework that enhances Claude Code with specialized commands, cognitive personas, and development methodologies.

RES4LYF. Python

ComfyUI-Copilot. An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance

common-pile. Code for collecting, processing, and preparing datasets for the Common Pile

T-GATE. T-GATE: Temporally Gating Attention to Accelerate Diffusion Model for Free!

Step1X-Edit. A SOTA open-source image editing model, which aims to provide comparable performance against the closed-source models like GPT-4o and Gemini 2 Flash.

Model-Optimizer. A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.

Bagel. Open-source unified multimodal model

obsidian-mcp. A simple MCP server for Obsidian

Jenga. [NeurIPS 2025] Training-Free Efficient Video Generation via Dynamic Token Carving

ao. PyTorch native quantization and sparsity for training and inference

codex. Lightweight coding agent that runs in your terminal

Flow.Launcher. :mag: Quick file search & app launcher for Windows with community-made plugins

sharpkeys. SharpKeys is a utility that manages a Registry key that allows Windows to remap one key to any other key.

tiktok-mcp. Model Context Protocol (MCP) with TikTok integration

awesome-mcp-servers. A collection of MCP servers.

stock. stock股票.获取股票数据,计算股票指标,筹码分布,识别股票形态,综合选股,选股策略,股票验证回测,股票自动交易,支持PC及移动设备。

spotify-mcp-server. Lightweight MCP server for Spotify

crawl4ai. 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

gql. A GraphQL client in Python

describe-anything. [ICCV 2025] Implementation for Describe Anything: Detailed Localized Image and Video Captioning

AI-Product-Development-Toolkit. User-Centered Product Development Prompt Templates

CFG-Zero-star. Official repo for CFG-Zero*

ttt-video-dit. Official PyTorch implementation of One-Minute Video Generation with Test-Time Training

ECCV2022-RIFE. ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

QuantumAttention. [WIP] Better (FP8) attention for Hopper

Awesome-DiT-Inference. 📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉

runai-model-streamer. C++

nunchaku. [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

ParaAttention. https://wavespeed.ai/ Context parallel attention that accelerates DiT model inference with dynamic caching

TeaCache. Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

InstantCharacter. Python

Hunyuan3D-2. High-Resolution 3D Assets Generation with Large Scale Hunyuan3D Diffusion Models.

HiDream-E1. Python

OBrainRot. Open Source Version Of Generating BrainRot Videos from reddit url

scrapy. Scrapy, a fast high-level web crawling & scraping framework for Python.

deepface. A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

OptimalSteps. Official PyTorch Implementation of "Optimal Stepsize for Diffusion Sampling".

FreSca. [CVPR 2025 GMCV] Test-Time Frequency Scaling: Instant Frequency Control for Any Diffusion Model

InstantID. InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥

CatVTON. [ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution).

moshi-finetune. Python

EasyControl. Implementation of "EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer"(ICCV2025)

PhotoDoodle. [ICCV 2025] Code Implementation of "ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples"

convnext_perceptual_loss. A PyTorch implementation of perceptual loss using ConvNeXt feature extractors.

Weak-to-Strong-Diffusion-with-Reflection. [ICLR2026] The official code of "Weak-to-Strong Diffusion with Reflection".

perplexity-mcp. A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API.

AlignProp. AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

HakuLatent. A comprehensive codebase for training and finetuning Image <> Latent models.

ComfyUI-WanVideoWrapper. Python

musubi-tuner. Python

eliza. Open source agentic operating system

ConceptAttention. ConceptAttention: A method for interpreting multi-modal diffusion transformers.

CogView4. CogView4, CogView3-Plus and CogView3(ECCV 2024)

KV-Edit. [ICCV 2025] Official implementation for KV-Edit: Training-Free Image Editing for Precise Background Preservation

nook. ブログ記事・Reddit投稿・GitHub動向・論文を毎日自動収集・要約するWebアプリ

Deepdive-llama3-from-scratch. Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

orjson. Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

sd-dynamic-thresholding. Dynamic Thresholding (CFG Scale Fix) for Stable Diffusion (SwarmUI, ComfyUI, and Auto WebUI)

Lumina-Image-2.0. Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

naifu. Train generative models with pytorch lightning

Comfy-WaveSpeed. https://wavespeed.ai/ [WIP] The all in one inference optimization solution for ComfyUI, universal, flexible, and fast.

StoryDiffusion. Accepted as [NeurIPS 2024] Spotlight Presentation Paper

1Prompt1Story. 🔥ICLR 2025 (Spotlight) One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt

continuous_tokenizer. Python

LiGO. [ICLR 2023] "Learning to Grow Pretrained Models for Efficient Transformer Training" by Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen, Philip Greengard, Leonid Karlinsky, Rogerio Feris, David Cox, Zhangyang Wang, Yoon Kim

aws-peacock-management-console. Browser Extension to show account alias and change color of AWS Management Console, even if AWS SSO or multi session

BELM. [NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".

stable-flow. Official implementation for "Stable Flow: Vital Layers for Training-Free Image Editing" [CVPR 2025]

was-node-suite-comfyui. An extensive node suite for ComfyUI with over 210 new nodes

face-crop-plus. Face aligner and cropper with quality enhancement and attribute parsing

ConsistentID. [TPAMI 2026] ConsistentID : Portrait Generation with Multimodal Fine-Grained Identity Preserving

WhisperLive. A nearly-live implementation of OpenAI's Whisper.

faster-whisper. Faster Whisper transcription with CTranslate2

dataspeech. Python

qdrant. Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

ichigo. Local realtime voice AI

DiffSensei. Implementation of [CVPR 2025] "DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation"

ComfyUI-ELLA. ELLA nodes for ComfyUI

ComfyUI_Golden-Noise. Inference code of "Golden Noise for Diffusion Models: A Learning Framework".

Golden-Noise-for-Diffusion-Models. [ICCV2025] The code of our work "Golden Noise for Diffusion Models: A Learning Framework".

safemetadata. Jupyter Notebook

awesome-diffusion-categorized. collection of diffusion model papers categorized by their subareas

RPG-DiffusionMaster. [ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)

Multi-LoRA-Composition. Repository for the Paper "Multi-LoRA Composition for Image Generation"

GenerativePhotomontage. Python

Awesome-Controllable-Diffusion. Papers and resources on Controllable Generation using Diffusion Models, including ControlNet, DreamBooth, IP-Adapter.

addit. Python

ComfyUI-Miaoshouai-Tagger. Python

Grounded-SAM-2. Grounded SAM 2: Ground and Track Anything in Videos with Grounding DINO, Florence-2 and SAM 2

AsyncDiff. [NeurIPS 2024] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising

ComfyUI-Image-Filters. Image/latent/matte manipulation in ComfyUI

SDXL_EcomID_ComfyUI. Python

SimpleTuner. A general fine-tuning kit geared toward image/video/audio diffusion models.

DDPM-IP. [ICML 2023] official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"

RF-Inversion. Rectified Flow Inversion (RF-Inversion) - ICLR 2025

imgutils. A convenient and user-friendly anime-style image data processing library that integrates various advanced anime-style image processing models

ComfyUI-Inpaint-CropAndStitch. ComfyUI nodes to crop before sampling and stitch back after sampling that speed up inpainting

comfyui-inpaint-nodes. Nodes for better inpainting with ComfyUI: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas.

pre_cfg_comfy_nodes_for_ComfyUI. A set of nodes to prepare the noise predictions before the CFG function

SeedSelect. Code for our papers : "Generating images of rare concepts using pre-trained diffusion models" (AAAI 24) and "Norm-guided latent space exploration for text-to-image generation" (Neurips 23)

ComfyUI-Custom-Scripts. Enhancements & experiments for ComfyUI, mostly focusing on UI features

ctrl-x. Official implementation of "Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance" (NeurIPS 2024)

sdeval. Evaluation for stable diffusion model training

gradio. Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

ComfyUI-Impact-Pack. Custom nodes pack for ComfyUI This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more.

ComfyUI_omost. ComfyUI implementation of Omost

comfyui-workflow-upscaler. ComfyUI workflows for upscaling.

bounded-attention. Python

BoxDiff-XL. Extend BoxDiff to SDXL (SDXL-based layout-to-image generation)

gligen-gui. An intuitive GUI for GLIGEN that uses ComfyUI in the backend

InstanceDiffusion. [CVPR 2024] Code release for "InstanceDiffusion: Instance-level Control for Image Generation"

freecontrol. Official implementation of CVPR 2024 paper: "FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition"

MIGC. [CVPR 2024 Highlight] MIGC and [TPAMI 2024] MIGC++ (Official Implementation)

Zero-Painter. 🔥 [CVPR 2024] The official repo for Zero-Painter!

interactdiffusion. [CVPR 2024] Official repo for "InteractDiffusion: Interaction-Control for Text-to-Image Diffusion Model".

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

xDiT. xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism

uv. An extremely fast Python package and project manager, written in Rust.

open-webui. User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

textboost. TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder

Adam-mini. Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793

diffusers-torchao. End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).

CSD. Python

sapiens. High-resolution models for human tasks.

CSGO. CSGO: Content-Style Composition in Text-to-Image Generation 🔥

RB-Modulation. Official code for "RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control"

Awesome-Controllable-T2I-Diffusion-Models. A collection of resources on controllable generation with text-to-image diffusion models.

x-flux. Python

ai-toolkit. The ultimate training toolkit for finetuning diffusion models

ml-mdm. Train high-quality text-to-image diffusion models in a data & compute efficient manner

IOPaint. Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

cheesechaser. Swiftly get tons of images from indexed tars on Huggingface

LiveTalking. Real time interactive streaming digital human

sd-perturbed-attention. Perturbed-Attention Guidance (PAG), Smoothed Energy Guidance (SEG), Sliding Window Guidance (SWG), PLADIS, Normalized Attention Guidance (NAG), Token Perturbation Guidance (TPG), Frequency-Decoupled Guidance (FDG), Momentum Guidance (MG), Sliding Mode Control CFG (SMC-CFG), mostly for ComfyUI.

Perturbed-Attention-Guidance. Official implementation of "Perturbed-Attention Guidance"

flux. Official inference repo for FLUX.1 models

MindSearch. 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

sam2. The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

mem0. Universal memory layer for AI Agents

MimicMotion. High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance

FasterLivePortrait. Bring portraits to life in Real Time！onnx/tensorrt support！实时肖像驱动！

Paints-UNDO. Understand Human Behavior to Align True Needs

HunyuanDiT. Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

HPSv2. Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

LivePortrait. Bring portraits to life!

omniparse. Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks

hf_transfer. Rust

pandarallel. A simple and efficient tool to parallelize Pandas operations on all available CPUs

MagicTime. [TPAMI 2025🔥] MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

ComfyUI-VideoHelperSuite. Nodes related to video workflows

VideoCrafter. VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models

Comfyui-MusePose. Python

DiffSynth-Studio. Enjoy the magic of Diffusion models!

reflex. 🕸️ Web apps in pure Python 🐍

Recap-DataComp-1B. [ICML 2025] This is the official repository of our paper "What If We Recaption Billions of Web Images with LLaMA-3 ?"

Open-Sora. Open-Sora: Democratizing Efficient Video Production for All

BiRefNet. [CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

controlnet_aux. Python

RAVE. RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models [CVPR 2024]