Load a modified VBIOS for NVIDIA GPUs on Windows through the driver's registry override, without flashing
This is the official repo of FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching.
Tonkeeper Fake Balance — TON wallet balance spoofing tool with real-time overlay for Tonkeeper mobile & desktop, custom TON & Jetton balance injection, transaction history forging, and screenshot-safe persistent display
Open-source confidential GPU inference cloud in a box: Intel TDX + NVIDIA confidential-computing nodes for DeepSeek-V4.1-Flash and GLM-5.3, verifiable and listed on TrustedRouter
Efficient Mask-Aware Distributed Attention for Long-Context Training
DeepSeek-V4.1-Flash-1017 EXL3 2.9bpw on 2x NVIDIA DGX Spark (GB10) with TensorFold: 2.1-2.3x the vLLM kit's decode speed.
Qwen3.8-Flash-Next (125B MoE) 单卡 16G 本地部署实测:Strata + GSQ-RCO IQ3_XXS,Ubuntu 24.04
Exodus Fake Balance - wallet UI simulation tool for BTC, ETH, SOL, XRP, and 200+ assets. Customize displayed balances in a controlled demo environment with persistent visual settings and screenshot-ready previews. Designed for testing, demonstrations, and UI prototyping without altering actual blockchain balances or transactions.
Qwen3.8-Flash-Next (180B MoE) on one 12-16 GB NVIDIA GPU, Linux or Windows. Own engine, own compression.
Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Fast and memory-efficient exact attention
FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.
Serial utility for flashing, provisioning, and interacting with Espressif SoCs
🚀 Efficient implementations for emerging model architectures
📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉
The free and open-source Download Manager written in pure Python
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
Run Claude Code 100% on-device with local AI on Apple Silicon. MLX-native Anthropic-API server. 6 fighters incl. Muse-Glimmer 30B (now multimodal — reads images, abliterated), Gemma 4 31B, Qwen 3.5 122B (65 tok/s), DeepSeek V4 Flash (1M ctx). Private, offline, airgap-ready. Built for NDA / legal / healthcare workflows.
The fastest way to run Qwen 3.8 Flash Next, Qwen 3.8 27B and Ternary Bonsai 2 27B on a Mac: 125 tok/s in OpenCode on an M5 Max, and a 27B model on 16 GB Macs. Native MTP speculative decoding on Apple Silicon, exact at any temperature. OpenAI and Anthropic compatible local server.
Pixel™ phone flashing GUI utility with features.
An agentic company research tool powered by LangGraph and Tavily that conducts deep diligence on companies using a multi-agent framework. It leverages OpenRouter on the backend for rapid inference with any leading model.
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.
[CVPR 2026] Towards Real-Time Diffusion-Based Streaming Video Super-Resolution — An efficient one-step diffusion framework for streaming VSR with locality-constrained sparse attention and a tiny conditional decoder.
Provide with pre-build flash-attention 2 and 3 package wheels on Linux and Windows using GitHub Actions
Model compression toolkit engineered for enhanced usability, comprehensiveness, and efficiency.
DeepSeek-v4-Flash 0731 recipe for 2x DGX Sparks
Mediatek Flash and Repair Utility
Espressif 32: development platform for PlatformIO
:camera_flash: Fast batch image resizer and rotator
🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
Project management for MEV Research
cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.
Trainable fast and memory-efficient sparse attention
GLM-5.3 Flash EXL3 for 2-4x DGX Sparks
high-performance linear attention kernel library built on TileLang
Up to 4× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-4, Qwen3.8, Muse-Glimmer, Nemotron, LFM2.5, Ornith-1.0, ternary Bonsai-27B.
Frontier-class open models on a free Kaggle TPU v5e-8: GLM-5.3-Flash 320B MoE (~165 tok/s, our own JAX engine) and Qwen3.8-27B bf16 (~130 tok/s), 262k context, prefix caching. Works with Claude Code, Codex, opencode and pi.
📄→💡 Paper2Patent:面向科研成果转化的论文转专利智能模板库,提供 Flash/Pro Prompt、专利附图生成与 Agent Skills,辅助规范生成中国发明专利申请文本。
由夜安团队研发的AI Agent渗透测试平台,强调自监督,自循环,自进化首创寻宝机制、三段式上升结构,此项目主要探索在可控环境(CTF)下的能力
Qwen3.8-Flash-Next on ONE DGX Spark (TP=1)
Fast and memory-efficient classical machine learning operators
All RTL9210(A/B) firmwares, tools, dump, infos ect...
From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.
⚡ Ultra Flash: Scaling Real-Time Streaming Video Generation to High Resolutions
high-performance inference and serving library for interactive autoregressive video and world models
GLM-5.3-Flash EXL3 on 2x DGX Spark with TensorFold
recipe for running Qwen3.8-Flash-Next on a single DGX Spark
Production-grade RAG chatbot for Universitas Atma Jaya Yogyakarta academic handbook with Streamlit, FAISS vector search, and Google Gemini 2.5 Flash.
DeepSeek v4 Flash EXL3 on one DGX Spark
GLM-5.3-Flash EXL3 on one 24 GB RTX 3090 + DDR4: elastic GPU expert cache, zero-copy experts, AVX2 CPU tier, OpenAI API
A unified, torch-native training framework for MTP and block-parallel speculative decoding.
DeepSeek v4.1 Flash EXL3 2.9 bpw for 2x DGX Sparks
DeepSeek-V4.1-Flash on 3-4x NVIDIA DGX Sparks
setup guide for deepseek-flash-0731 on two dgx-spark from scratch
GLM-5.3-Flash (NVFP4) on 2x NVIDIA DGX Spark - vLLM TP2, 262K context, MTP. World-first deploy recipe: 7 day-0 bugs found and fixed, patched sm121 image, probes and full report.
Deployment kit: Qwen3.8-27B EXL3 3.5bpw target + DFlash2 EXL3 5.0bpw speculative draft — launcher, config, model cards
Naive-N0.5-Flash is an open-weight 309B MoE model with 15.5B active parameters, built for coding and AI R&D.
M-VAVE FM-1 resource hub: custom firmwares directory, docs, MIDI SysEx protocol tools & firmware flasher