Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
Curated list of project-based tutorials
Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts
ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.
Def Jam: Fight for NY PC port — static recompilation of the original Xbox game for native Windows and macOS (Direct3D 11 / Vulkan). Bring your own game dump.
Eigene Songs lokal erzeugen, auf Mac (Apple Silicon, Metal), Windows (NVIDIA) und Linux (Arch, AMD/NVIDIA/Intel): Web-App für ACE-Step 1.5 über acestep.cpp, mit Installer
Community recipes for serving LLMs on RTX 3090/4090/5090 CUDA gpus. Multi-engine (vLLM, sglang, llama.cpp and other custom engines) and model-agnostic. Currently shipping Qwen3.8-27B Qwen3.6 35B Gemma 4 26B Gemma 4 31B configs for 1×/2×/4x/8x cards.
Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable
Clone of the Age of Empires II engine 🚀
Conan - The open-source C and C++ package manager
Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.
Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.
从游戏客户端反推服务端协议并复现可部署服务端 (Agent Skill)。Unity/UE/Cocos, IL2CPP/Lua/JS…
Globally accessible autonomous robot featuring AI object tracking, 4G remote control, edge computing, WebRTC streaming, and environmental sensing.
CodeChecker is an analyzer tooling, defect database and viewer extension for static and dynamic analyzer tools.
sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD
One llama.cpp flag unlocks +33-39% decode speed for Qwen3.8-27B on consumer GPUs. The MTP head already ships inside your GGUF. Recipe, paired benchmarks, probe tool.
run a 27b local ai on your gaming gpu, rtx 3060 and up, radeon rx 6600 and up in beta, 8gb or more, linux and windows, one line to install
Bonsai 2 27B: 262k context (trained max) on 12 GB, 54 to 97 tok/s decode, 2x prefill, q8_0 KV recipe, grammar tool calls 9/9. Same ternary weights. Windows bundle + receipts.
Create songs from lyrics and a style on your own computer. Local AI music studio with YuE2 via audio.cpp, stem separation and section editing.
Private, local-first AI meeting assistant for transcription, speaker diarization and meeting notes. Open-source, self-hosted alternative to Granola, Meetily, Fireflies.ai, Fathom and Otter.ai.
Started as a €70 used mini PC running an always-on AI agent (Hermes, n8n, Pi-hole, monitoring, Tailscale, encrypted backups). Now with a second stack next to it: a homelabbed GPU server for local AI (Qwen 27B and Flash-Next, image generation, Ollama, one API). All as code.
Unified framework for building enterprise RAG pipelines with small, specialized models
Python bindings for llama.cpp
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
Flower: A Friendly Federated AI Framework
Rapid fuzzy string matching in Python using various string metrics
For GGUF support, see KoboldCPP: https://github.com/LostRuins/koboldcpp
RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers.
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
A deep learning package for many-body potential energy representation and molecular dynamics
Linter for C++ based on Google's style guide
Recipes for the ConanCenter repository
C++ extensions in PyTorch
a self-hosted webui for 30+ generative ai
Python implementation of the Open Charge Point Protocol (OCPP).
Generate code coverage reports with gcc/gcov
Free, open-source, 100% offline voice dictation for Linux. Speak and type anywhere via whisper.cpp, Whisper & VOSK engines, GPU-accelerated, works on X11 + Wayland!
Fresh builds of llama.cpp with AMD ROCm™ 7 acceleration
一週間でなれる!スパコンプログラマ
Explore diverse LeetCode solutions in Python, C++, JavaScript, SQL, and TypeScript. Ideal for interview prep, learning, and code practice in multiple programming languages.
本地优先的全栈 AI 创作工作站:AI对话 · AI漫画 · 漫剧创作 · 写作台 · 知识学习五大模块;vLLM / llama.cpp / Transformers 多引擎本地推理,显存智能调度、舱壁隔离自愈、仅供学习使用,欢迎交流指正。(最新进度(除插件系统)受到协议限制,暂时无法提交到仓库)
handwritten harness for AI, not vibecoded, everything is a module/plugin, tailor made for use with local models, tiny system prompt (around 1k by default), support for exclusive llamacpp features, strong security, strict zero-trust-in-the-ai policy (the code hard limits the ai, no amount of prompt engineering will bypass it)
Run CUDA-targeted Windows applications on AMD GPUs with ZLUDA + ROCm/HIP.
Your car as a chat-room agent: Raspberry Pi 5 + dashcam + local AI. CodeWatch's sibling for the garage.
Qwen 3.8 27B ROCmFP4 on AMD Strix Halo (Ryzen AI Max+ 395). Up to 36 tok/s via MTP Speculation, TurboQuant & Mesa RADV Wave64.
Local AI search for podcast and video archives on Apple Silicon: Whisper speech, Apple Vision OCR and SigLIP-2 visual search fused into one ranked list, with a trim editor and FCPXML export. FastAPI, vanilla JS, Tauri. Source-visible, all rights reserved.
Performance-tuned llama.cpp for AMD Strix Halo (gfx1151): FA + MoE-prefill fixes with a bundled current Mesa driver. Vulkan and HIP; portable dir, Docker, and distrobox.
Open recipes, engine patches, and benchmark harnesses for LLM inference on Intel Arc Pro B60/B70 (Battlemage, Xe2). MoE 35B at 160 t/s decode / 7.5K t/s prefill single-stream, 27B at 50~ t/s decode / 1.7K t/s prefill single stream. vLLM XPU MTP unlocked. Muse Glimmer recipe added!!
Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harnesses, versioning. Symptom-first, with the check that catches each.
Talk to your Mac. Local whisper.cpp + one Jev (TypeSafe) call per command + macOS automation.
Patches for the original OP1 r246 firmware. New synths, drum, fxs, sequencers. Sample editor, improved tape tools and other cool features & bugfixes. Use at your own risk & have fun.
Deploy, monitor, and tune LLM through a visual interface — plus image / video generation on top of ComfyUI.
一个MCP服务
High-performance Lemonade alternative for AMD Strix Halo & Radeon — latest MoE models (Ling-3.0-Flash, Qwen 3.8 Flash Next, Ornith 1.5), bleeding-edge RDNA 3.5 Wave64/ROCmFP4 kernels, and silicon-tuned profiles.
Batch subtitle generator GUI for video/audio — Whisper via faster-whisper or whisper.cpp (PySide6)
A multi-framework neural network compiler lowering PyTorch, JAX, Flax, and Keras models to portable, high-performance GGML execution
Clonación de voz y texto a voz 100% local con Qwen3-TTS y llama.cpp. Funciona en CPU y GPU, 10 idiomas, interfaz web en español.
Pool RAM across old PCs, Macs, and Android devices into a unified local AI cluster