图像生成

把 Stable Diffusion 从脚本变成可交互工作台，是本地出图流程的事实标准前端

节点图式的扩散模型推理后端，把模型、采样、后处理串成可复用的 JSON 工作流

把 AI 编程助手变成视频流水线执行器，顶替手工串 ffmpeg、Remotion 和素材检索的那层胶水

把 AI 编程助手变成视频流水线调度器，用 ffmpeg+Remotion 把素材、生成模型和 TTS 串成可审计的成片流程

自托管的个人知识库 RAG 层，把散在 PDF、Notion、org-mode 里的笔记变成可对话的检索入口

PyTorch 扩散模型的通用加载与调度层，顶替各模型仓库自带的推理脚本

自托管的多模型图像视频生成前端，把各家 API 和本地 sd.cpp/Wan2GP 收进一个 Electron 界面

把主题到成片的整条流水线打包成一个 Streamlit 应用，顶替掉脚本拼接加手工剪辑的环节

本地跑 SD/Flux 的带画布和节点工作流的创作前端，顶替 ComfyUI 那套偏工程化的界面

PyTorch 里做无配对图像翻译的参考实现，顶替你自己从论文复现 CycleGAN 的那两周

GPT-Image-2 的提示词与 API 资料索引，顶替你自己散落在笔记里的 prompt 库

在免费 Colab GPU 上跑起 Stable Diffusion WebUI 的笔记本集合，省掉本地显卡和装环境

用 Codex CLI 当引擎的本地视频翻译与配音工作台，顶替散装 ffmpeg 脚本加字幕工具链

腾讯开源的 13B 级视频生成模型，用来替换你自建的 DiT 视频推理管线

已归档的 DiT 视频生成模型仓库，用于复现 v0.9.x 的旧结果，新项目应改用 LTX-2

一套 C++ 内核加多语言绑定，把 LLM、语音、视觉、RAG 塞进端侧 App，替代自己拼 llama.cpp 加各平台推理后端

用下一尺度预测把图像生成做成 GPT 式自回归，在 ImageNet 上对标扩散模型的官方实现

A framework for efficient model inference with omni-modality models

SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

Taming Stable Diffusion for Lip Sync!

GPT Image 2/2.5/2.6 prompt gallery, image prompt library, agentic skill, and CLI for OpenAI image generation/editing

A curated list of recent diffusion models for video generation, editing, and various other applications.

Red Ink - A one-stop Xiaohongshu image-and-text generator based on the 🍌Nano Banana Pro🍌, "One Sentence, One Image: Generate Xiaohongshu Text and Images."

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

A unified inference and post-training framework for accelerated video generation.

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

LTX-Video Support for ComfyUI

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

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

MAGI-1: Autoregressive Video Generation at Scale

✨ Reverse-engineered Python API for Google Gemini web app

[CVPR 2026] PromptEnhancer is a prompt-rewriting tool, refining prompts into clearer, structured versions for better image generation.

Diffusion model papers, survey, and taxonomy

One layout engine for JSX, HTML, and CSS. Render images, SVG, PDFs, or a paint tree. No headless browser.

Lightweight Image Video Action Generation Inference Framework

Make videos on the computer you already own. FreeVideo runs MiniMax H3 in as little as 8 GB of VRAM and 16 GB of RAM, and adapts its acceleration path to your hardware.

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

Implementation of papers in 100 lines of code.

Official repository for MOSS-Image, a 5B-parameter base DiT model with high-quality text rendering, layout generation, and efficient fine-tuning.

FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, SwarmUI, DeepFake, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, Kaggle, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya, Midjourney, RunPod

🔥 [ICCV 2025 Highlight] InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity

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

Apple MLX native implementations of state-of-the-art generative image & video models

A curated collection of papers, benchmarks, surveys, and tools for model quantization, covering low-bit networks, LLMs, multimodal and generative models, vector and lattice quantization, and efficient deployment.

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

[CSUR] A Survey on Video Diffusion Models

[TPAMI 2026🔥] Helios: Real Real-Time Long Video Generation Model

collection of diffusion model papers categorized by their subareas

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)