NVIDIA Sol-Attn for ComfyUI / Triton kernel on SM89 - SM121, with zero-copy MiniMax H3 nodes: memory-efficient attention, scheduled tau with graph preview, and feed-forward chunking. Measured 1.14–1.44× vs SageAttention and −37% MLP peak VRAM on H3
Build a person once, then shoot a whole series: framing, pose, placement, expression and aspect ratio vary while the person stays the same. ComfyUI nodes.
[ECCV 2026] Official implementation of "HRDiT: Training-Free High-Resolution Image Generation with Off-the-Shelf Diffusion Transformer Models"
HyperFlow: Video Rebirth's 8-step LoRA for MiniMax-H3 on the diffusers Modular Pipeline
Official code repository for "PixRestore: Unified Image Restoration via Pixel Diffusion Transformer".
Local-first linting, testing, semantic diffing, and safe repair for Excel workbooks
[COLMW'26 Spotlight] AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters
Official repository of FoR-T2I, a benchmark evaluating T2I models from a different perspective.
Jev-style structured decisions on DiffusionGemma: the example server from vLLM PR 57250
A professional Python library for 2D incompressible Navier-Stokes simulations using the Finite Difference Method, with advanced visualization.
Unlocking Lossless Speedups in LLMs via Discrete Diffusion
Hierarchical AR-to-Diffusion Distillation for Efficient Autonomous Driving VLA
Train LoRAs for Qwen-Image 2.1, FLUX.2 Klein 9B, FLUX.3 Image Klein, Krea 2, Z-Image, MOSS-Image, ERNIE-Image, Ideogram 4, Anima, SDXL (Pony, Illustrious, NoobAI), LTX 2.3, MiniMax-H3, and more on NVIDIA GPUs from 4–8 GB VRAM. One install, one launcher, NF4 models. Windows, Linux and RunPod.
Binary Ninja diffing tool
基于 Tree-Ring 水印工程,实现潜空间 LWE 环形隐写与 NC 检测,支持 Stable Diffusion 2.1 实验、信号失真和几何攻击、频率/小波能量分析,支持gradio Web界面实验。
:dog: Beagle is designed to be the unified platform for the broader Recursive Self-Improvement (RSI) ecosystem. Think of it as Hugging Face Trainer for agent evolution. Its efficient rollout engine enables evaluation and evolution at scale across different agents, datasets, benchmarks, and evolution methods.
Official implementation of the paper "VGGT-Diff: Visual Geometry Meets Diffusion for Sparse-View Novel View Synthesis."
Differential analysis tool for coding-free researchers – instant statistical results and charts, ready for your lab meeting. Just unzip and run! No-coding!
Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion
MLX (Apple Silicon) port of MiniMax-H3 — 33B joint video+audio diffusion. Validated against the diffusers reference; AdaLN precompute drops 13B at inference.
Know Your Backend is a Plugin that help your AI to generate a structured Model/View/Controller application, witouth surprise, code duplication and different modality in a different project
InternLumina-U2: A Multi-Codebook Diffusion Large Language Model for Omni-Visual Understanding, Image Generation and Editing
Verifier-first transfer-matrix workbench for multilayer optics and differentiable inverse design
During the July 2024 uprising, fake and manipulated images obscured the truth, making it difficult to verify evidence or track justice. Our AI powered platform authenticates images, preserves credible evidence & transparently tracks case progress, helping protect historical truth during crises and beyond.
Official Implementation for Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout
A job-search agent for Claude Code. It searches job sources every day, filters postings against your rules (location, visa, salary, sectors, seniority, language), fills application forms in your own Chrome, and keeps every application and skip as a markdown file you can read, grep and diff.
Reconstructing DX-Ball 1.07 with REA, backed by original-x86 differential tests and pinned MSVC byte-exact oracles.
git diff for CAD assemblies — two STEP files in, a picture of what changed plus a machine-readable change list out.
Predictive Action Diffusion for Steerable Onboard Humanoid Control
NovoWeave — a conceptual generative protein-design framework (non-functional pseudocode).
Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.
Local Qwen-Image-2.1 studio for Apple Silicon: text-to-image, multi-image editing and prompt enhancing, with a CLI and a helmstudio web UI.
Iris-3B pixel-space text-to-image on Apple Silicon GPUs: Metal-optimized engine, native macOS app, CLI, Python and local HTTP API
Windows 字幕时间轴自动校正工具,一键修正因帧率差异、片源删减、音画延迟等原因造成的字幕偏轴、错位和时间漂移问题。 A Windows GUI tool for automatically correcting subtitle timing offsets and drift caused by frame-rate differences, source cuts, audio delays, and other synchronization issues.
Native MiniMax-H3 inference acceleration for ComfyUI, integrating Exact Runtime optimizations with Sana Sol-Attn, rectangular Q/KV attention, and composable support for VDN, Spectrum, Untwisting RoPE, Diff-Aid, and Flow mixed-grid workflows.
Research code and optimized inference for ALoDLM: Adaptively Looped Diffusion Language Models.
PaperBench High-Difficulty and Expanded Tasks: paper reproduction beyond machine learning. 93 tasks in 12 research areas, run in domain-native software and graded by clean replay. 12 public tasks.
subconscious-skill: Biomimetic memory skill for LLM companions. Different from vector RAG memory, it uses Freud & Jung subconscious cognitive architecture with layered memory, auto consolidation, forgetting and dream simulation, local Python runtime without extra LLM tokens.
A self-hosted studio for generating images, video, and audio with diffusion models.
Official code for "GROW: Group-Relative Advantage-Weighted On-Policy Reinforcement Learning of Autoregressive-Diffusion Text-to-Speech Model"
MC-Sparse: Deconstructing and Closing the Dense–Sparse Attention Gap in Diffusion Transformers.
Native ComfyUI nodes for Krea 2 AnyPaint - arbitrary-mask inpainting, outpainting, and mixed image editing.
Apply 28-block Anima LoRAs to Anima-2.9B (40 blocks) with the correct block-index mapping, at load time and without converting files
Real-time talking character on a single RTX 5090 — LTX-2.5 22B + local LLM + TTS, fully local. First video ~2.6s after Enter.
Typed JSON inference with DiffusionGemma, with Every and Jev benchmark results
K-12 lesson planning and differentiation skills
Differentiable ensemble solvers for differential equations on GPUs, in JAX
高级朦胧梦幻动态视觉 Skill:把随手拍照片转化为电影感图生图提示词。Dreamy motion editorial prompts from casual photos.
Official implementation of "AReA: Adaptive Receptive-Field Attention for Efficient High-Resolution Diffusion Transformers"
Official code for InfoVis: one 9B model for slide image generation and editing, with the VisSlideBench benchmark and 15M+ training records.
Auto-generate Conventional Commits from your staged diff — detects scope, type, and context. Cross-platform (Windows/Linux/macOS). No dependencies.
The Official Implementation of MMDiff: Multi-modal Remote Sensing Image Generation via Cross-Modality Spatial Feature Transfer
🚗 AUGUstus: Autonomous Driving VLA Model with Unified Generation and Understanding. 🏋️ 512 H800 GPUs · ~2 days · 318K+ video hours · 513B+ training tokens. ⚡ 12 Hz on-vehicle deployment. SFT + GRPO + NAVSIM.
A fast diffusion model engine for image generation and editing.
本地微信消息、历史档案与可解释情报分析工作台
Distributed image and video generation in ComfyUI for two NVIDIA DGX Sparks.
Type-aware, evidence-backed delivery contract for AI coding harnesses. Different agents in. One predictable human handoff out.
Local-first desktop studio for ComfyUI, built for AI short-drama production - zero-dependency 10MB exe: creation, gallery, 600+ templates, model hub, character assets (LoRA binding), episodic pipeline, MCP server
Exploring Learning and Optimization for Robot Motion Planning and Control.
面向企业合同全生命周期的生产级 AI Agent 平台,支持合同解析、条款结构化、风险审查、HITL 人工确认、版本管理、客户回传 Diff、谈判辅助及 PDF/Email 交付;基于 LangGraph + RAG + ContractPolicy + Agent Workflow,实现可追溯、可恢复、可审查的合同智能处理闭环