Iris-3B: pixel-space generation & general vision learner. A 3B diffusion transformer that generates every pixel directly (no VAE); the same prior, fine-tuned, does monocular depth estimation and 4x image restoration. Paper, weights, training code and demo.
Official Implementation of "DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models"
Open-source code for training and scaling up energy-based foundation models.
HAEnv — synthetic longitudinal patients with code-derived gold, for evaluating health agents over time
Native Windows PC recompilation of Jet Force Gemini with modern mouse/keyboard and controller controls, high-refresh rendering, and easy setup. Playable release available. Requires your own game ROM; no game assets included.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
👀 Train a 65M-parameter VLM from scratch in just 2h!
DeepAudit:人人拥有的 AI 黑客战队,让漏洞挖掘触手可及。小白一键部署运行,自主协作审计 + 自动化沙箱 PoC 验证。支持 Ollama 私有部署 ,一键生成报告。支持中转站。让安全不再昂贵,让审计不再复杂。
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
Simple and extensible administrative interface framework for Flask
Minimal CLI coding agent by Mistral
Ministack: Free, open-source local AWS emulator - 60+ services, Terraform compatible, real databases. Free forever. MIT licensed.
Skills for the Gemini API, SDK and model/agent interactions
pgAdmin is the most popular and feature rich Open Source administration and development platform for PostgreSQL, the most advanced Open Source database in the world.
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
基于manga-image-translator 实现的开源漫画AI翻译桌面工具。支持日、韩、英文漫画自动处理,集成OpenAl、Gemini等多翻译引擎;实现OCR文字检测、原文擦除、AI翻译、图像修复、译文排版完整链路,自带可视化编辑器,支持自定义文本样式,一键部署开箱即用。
A Python port of Pi’s minimalist coding agent.
The Semantic Agent Governance Platform
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
RL training environments for Microduck (mjlab)
Agentic RL Training at Scale
This custom component for Home Assistant will add crucial features to your climate-controlling TRV (Thermostatic Radiator Valves) to save you the work of creating automations to make it smart. It combines a room-temperature sensor, window/door sensors, weather forecasts, or an ambient temperature probe to decide when it should call for heat and automatically calibrate your TRVs to fix the imprecise measurements taken in the radiator's vicinity.
High quality training free inpaint for every stable diffusion model. Supports ComfyUI
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
Multimodal RL training framework for diffusion & omni models
Battle-tested Claude Code, OpenAI Codex, Cursor configs, plugins, hooks and agents with Kimi, MiniMax and GLM API support.
The definitive vLLM runtime for dual RTX 2080 Ti 22GB + NVLink, delivering Qwen 27B local inference with maximum 200+ tok/s single-request decode with support of FP8 weight ( Join Discord :https://discord.gg/VFqVVySdMS )
Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro.
Training library for Megatron-based models with bidirectional Hugging Face conversion capability
Halo is an open-source framework built by White Circle for training large language and multimodal models
A curated list of the best awesome AI plugins for AI assistants including Claude Code, OpenAI Codex / ChatGPT, Gemini, Antigravity, Pi / Oh My Pi, Grok, OpenCodek DSH, Kimi and More. https://hol.org/plugins
Neural latent upscaler for Minimax H3 (24ch). Bypasses costly 5B-param VAE decode/encode. Upscale low-res latents directly, then refine. Accelerates high-res video gen, outperforms naive interp.
Editable reference-media timeline director for ComfyUI MiniMax H3 Reference to Video
在线检测:veridrop.app|AI API 中转站检测工具:Claude 中转站检测、OpenAI 中转站检测、Gemini 中转站检测,中转站真伪检测、长上下文验证、思维签名验证、中转站红黑榜,自托管开源。
VideoDeltaNet-H3: Live T2VA / I2VA / FL2VA / Ref2VA-like generation based on Minimax H3.
Governance standard and reference toolset for LLM-maintained knowledge corpora
A collection of Docker skills for AI coding agents to help them build, test, debug, and optimize containerized apps with consistent, reusable workflows.
EmbodiedJev: MuJoCo robot decision workbench with MiniCPM5-2B, Jev and compatible model APIs
Feather agent harness, training integrations, and evaluation tools for knowledge work
Offline Clash Royale AI agent research: native simulation, imitation learning, PPO, and interactive evaluation. 离线对局模拟、模仿学习、强化学习与交互评测。
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
Grok Bot for Hyperliquid: an open-source 7-agent trading desk with roles, system prompts and 17 skills to research, size, execute and review. Also runs in Claude Code, Cursor, Codex and Gemini CLI.
Linux firmware for the Echo Dot (2nd gen): no Fire OS, no Alexa. A local Home Assistant voice satellite with all seven mics, Bluetooth speaker mode, signed A/B updates and SSH.
Experimental ComfyUI SelfLift variant for MiniMax H3 video/audio masks and audio preservation.
古人说唱 Battle:一句话做一期 AI 历史人物说唱对决视频的 Claude Code Skill(Suno + Midjourney + MiniMax H3 对口型)
Adaptive Block Sparse Attention for MiniMax-H3
可扩展到各个领域的多 Agent 协作平台:自动分析任务,动态组建由不同角色组成的 AI 团队,协同完成复杂任务。
WeeLLM runs large diffusion models with as little as 4 GB of VRAM, without any quantization. It dynamically determines how many layers can fit within the available VRAM and streams the text encoder and transformer layers to the GPU layer by layer, enabling inference on hardware with limited VRAM. It supports both safetensors and GGUF models.
Official implementation of "Correction Training for Diffusion Models"
Simple ComfyUI nodes for MiniMax H3: exact output resolution, multi-reference images, single-pass generation, optional resolution-preserving detail refine.
Making large AI models cheaper, faster and more accessible
Minimal examples of data structures and algorithms in Python
Machine Learning Engineering Open Book
Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.
Ongoing research training transformer models at scale