Niko1221 / Strata

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.

vllm-project / vllm

A high-throughput LLM inference and serving engine featuring PagedAttention, continuous batching, and an OpenAI-compatible API server.

sickn33 / agentic-awesome-skills

Local CLI, MCP server, and catalog for searching, selecting, validating, and previewing installs of 2,700+ reusable SKILL.md agent playbooks.

666ghj / MiroFish

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

beiyege-01 / dsh-voice-ai-girlfriend

语音 AI 女友（Voice AI girlfriend for DeepSeek Harness）：Whisper 语音输入 + Qwen3-TTS 声音克隆 + 句子级流式朗读 + 数字人动画窗。插话/排队双模式，说话即打断。

Asabeneh / 30-Days-Of-Python

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

raysan5 / raylib

A C library for videogame programming with 2D/3D graphics, input, audio, and windowing across desktop, mobile, web, and embedded platforms.

jamiepine / voicebox

The open-source AI voice studio. Clone, dictate, create.

sherlock-project / sherlock

Hunt down social media accounts by username across social networks

LUC4N3X / Levyra-deepsound

Made for listening, not logging in. Levyra is an open-source music player for Android and Windows, bringing music discovery, synced lyrics, radio and beautiful artwork together. No ads, no tracking, just music ♫

Indras-Mirror / Xolotl

Xolotl (formerly Strata-DSV4.1): DeepSeek-V4.1-Flash, all 552B, on one gaming PC (RTX 4090 + 90 GB RAM) at ~27 tok/s, plus GLM-5.3-Flash, Qwen3.8-Flash-Next and Qwen3.8-27B. A heavily extended fork of Strata: MoE experts tiered across VRAM, pinned RAM and NVMe; OpenAI + Anthropic API.

jaredpalmer / kev

Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

unslothai / unsloth

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.

FreeCAD / FreeCAD

Open-source parametric 3D CAD modeler for designing real-world objects, built on OpenCASCADE and Coin3D.

fastapi / fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

astral-sh / ruff

An extremely fast Python linter and code formatter, written in Rust.

fastapi / typer

Typer, build great CLIs. Easy to code. Based on Python type hints.

PedroMarinhoDev / ComfyUI-Drama3

Fish Audio Drama 3 text to speech, natively in ComfyUI: voice cloning, dialogue and inline cues on cards from 8 GB, plus a native Qwen3-ASR. Built with Fish Audio.

soxoj / maigret

🕵️‍♂️ Collect a dossier on a person by username from 6K websites

reactos / reactos

An open-source, Alpha-stage operating system that aims for binary and driver compatibility with Windows NT-family applications.

syv-ai / HyperQwen

Serve large Qwen models fast on the GPUs you actually own. Qwen3.8-27B on a single 24 GB card with vLLM: 127 tok/s single-user (381 when the answer quotes the prompt), ~1,035 tok/s at 64 concurrent, 150k-262k context. vLLM patches, requant pipeline, benchmarks.

pydantic / pydantic

Data validation using Python type hints

2430816465 / campus-knowledge-agent

校园知识服务 Agent 智能体平台：基于 FastAPI、Qwen3 与 RAG，贯通公开资料解析、时间范围检索、证据溯源及人工审核。

666ghj / BettaFish

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

VecSzn / PolyStrata

Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V on a second engine written for PolyStrata. One-click install for Windows and Linux, OpenAI/Anthropic API on localhost.

YeonwooSung / llm-architecture-from-scratch

Implementing LLM architectures from scratch in PyTorch

aston314 / hongguo-tv-releases

红果短剧 Android TV 及webOS、Mac、Windows 、Linux正式安装包、版本信息与更新说明 Android TV,webOS,Mac,Windows,Linux app for Hongguo short dramas.

VirtualPurser / Far-Cry-3-Value-Forge-resocket

Far Cry 3 Ultimate Trainer & Memory Editor 2026 Toolkit

SelfGeckoBoiler / rpocket-team-Python-Memory-Forge

Far Cry 3 Memory Editor Python Script 2026: Modify Health, Money, Ammo and Items

whyour / qinglong

支持 Python3、JavaScript、Shell、Typescript 的定时任务管理平台（Timed task management platform supporting Python3, JavaScript, Shell, Typescript）

Bingeljell / image-to-3dlab

AssetFurnace: the most complete open-source image-to-3D pipeline (Oct 2026). Prompt or picture → textured, rigged, animated game character, locally on Apple Silicon or NVIDIA. Pixal3D, TRELLIS.2, Hunyuan3D, SF3D, auto-rig and 21 moves. For indie game devs and 3D artists. Free, Apache-2.0.

EverMind-AI / EverOS

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

robertkarl / UnbiasedStrata

Strata minus the bullshit. clone, rsync to prod, compile and go

jesdga95 / basalt

Local inference engine for Qwen3.8-Flash-Next on NVIDIA Blackwell

yxhpy / qwen3.8-flash-next-local-deploy

Qwen3.8-Flash-Next (125B MoE) 单卡 16G 本地部署实测：Strata + GSQ-RCO IQ3_XXS，Ubuntu 24.04

sumatrapdfreader / sumatrapdf

SumatraPDF reader

JesseCHale / HaleHound-CYD

ESP32-DIV HaleHound Edition for Cheap Yellow Display - Multi-protocol offensive security toolkit

Quincunx33 / Ai-jailbreak

A collection of jailbreak prompts and exploit techniques for local and frontier AI models, with modern methods for Qwen3.5, Gemma 4, Llama 4, Kimi K3, GPT-OSS, GPT-5.x, Gemini 3.x and Grok 4.x. For red-teaming and AI safety research only.

llzx177067-rgb / dev-1.0

面向 Agent 的轻量级工具选择与概率决策模型，基于 Qwen3.5-0.8B；DI BFCL 工具名选择准确率 77.39%。

Akhilesh-Varute / Nock

A tiny native notch and top bar for Windows 10/11. Rust, about 1 MB, no Electron.

CSUNX233 / qwen3.8-27b-ninfer-5070tilaptop-kvmem-local-agent

RTX 5070 Ti Laptop 12GB 跑 Qwen3.8-27B：NInfer + KVMem、256K 逻辑上下文、RAM KV、MTP、快速缓存续接与 dsh 本地 Agent / 搜索 / 浏览器。含源码、Windows 部署及实测。

surya-koritala / condor

Qwen3.8-Flash-Next (180B MoE) on one 12-16 GB NVIDIA GPU, Linux or Windows. Own engine, own compression.

walter201230 / Python

小白 python 教程

MatrixTM / MHDDoS

Best DDoS Attack Script Python3, (Cyber / DDos) Attack With 56 Methods

Datalux / Osintgram

Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname

peonist-ai / halogen-flash-server

The fastest way to run Qwen3.8-Flash-Next on Strix Halo (gfx1151)

FeSens / openTPU

An open-source AI accelerator, developed by AI: RTL, ISA, simulator, compiler and profiler in one repo. Runs Qwen3, LFM2.5 and Qwen3.5 on a Kintex-7 PCIe card.

flashrt-project / FlashRT

FlashRT is a high-performance realtime inference engine for small-batch, latency-sensitive AI workloads. The flagship integration is production VLA control for Pi0, Pi0.5, GROOT N1.6, and Pi0-FAST. Also support llm e.g, qwen3.6-27B

N3urda / hongguoTV

安卓 TV 红果短剧客户端：项目规划、接口调研与可行性验证

hongfaqiu / strata-manager

Strata Manager makes Niko1221/Strata, the local LLM inference engine, easier to set up and use. Manage local models and services, monitor hardware and API usage, chat and tune inference. Open-source desktop app for Windows / Linux x64.

qnguyen3 / QUAN-Transcribe

Inference code for QUAN-Transcribe: fast Vietnamese speech recognition on EmbeddingGemma 2

celery / celery

Distributed Task Queue (development branch)

PowerShell / Win32-OpenSSH

Win32 port of OpenSSH

buxuku / SmartSub

视频转字幕、字幕翻译、AI 配音与声音克隆、字幕烧录——免费开源的一站式桌面工具。基于 Whisper / FunASR 等本地模型离线语音转文字，批量处理 + 全平台 GPU 加速，跨 Windows / macOS / Linux。Free, open-source desktop app to generate, translate, dub & burn video subtitles — local Whisper speech-to-text, AI dubbing & voice cloning, offline, GPU-accelerated.

DedSecInside / TorBot

Dark Web OSINT Tool

doronz88 / pymobiledevice3

Pure python3 implementation for working with iDevices (iPhone, etc...).

noonghunna / club-3090

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.

Mastershort / neonplan3d

3D floor plan for Home Assistant: draw your home in the built-in editor (rooms, walls, doors, windows, furniture, roof) and see and control lights, covers, windows, climate, media, sensors and cameras live in a neon 3D view – as a sidebar panel and dashboard card.

MiaAI-Lab / Qwen3.8-Flash-Next-Single-DGX-Spark-TensorFold

Qwen3.8 Flash Next on one DGX Spark (TensorFold)

sergqwer / strata-nvfp4

Strata fork: Qwen3.8-Flash-Next 125B MoE in NVFP4 on one RTX 20-50 card (12 GB+) and 64 GB of RAM or more. Setup installs our GPTQ quants (huihui abliterated, OrcaRouter) from Hugging Face. CPU experts on AVX-512 or AVX2 (+AVX-VNNI), all experts in RAM from 92 GB, a low-RAM mode below, vision, W4A8 prompts. Windows / CUDA 13.