#llm-serving · AI & ML
LLM serving
Inference engines, model servers and the gateways that route requests across model APIs.
This week (Oct 27 – Nov 2), the top-ranked are Strata (+4,659), antirion (+298) and StartLux-Prism (+147). The 150 ranked repos gained 27,492 stars, 48% fewer than the week before.
Updated Nov 2, 14:38 UTC · ranked every hour from GitHub’s daily star counts
Updated 2 min ago
This week’s ranking
Full ranking, with the repositories hidden by default. Back to the ranking
- 1Niko1221/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.Gained in 7 d +4.7k Score 25.5 Total 38.2k
- 2eliasbiondo/antirion 🕷️ The fastest open-source AI Gateway and LLM Gateway — one binary with built-in console to route, secure, budget and observe every LLM call across OpenAI, Anthropic, Gemini, Bedrock and more.Gained in 7 d +298 Score 16.6 Total 622
- 3StartLuxLabs/StartLux-Prism Fast, exact inference for StartLux-Decision models on NVIDIA GPUs: the released GGUF files on int8 and 4-bit tensor cores, behind the /v1/systemone API, with up to 5.3× lower latency than vLLM in FP8 and bit-identical answers.Gained in 7 d +147 Score 14.7 Total 238
- 4ekzhang/resin 🧱 Experimental library for building inference enginesGained in 7 d +192 Score 14.5 Total 368
- 5jesdga95/basalt Local inference engine for Qwen3.8-Flash-Next on NVIDIA BlackwellGained in 7 d +219 Score 14.5 Total 448
- 6deepseek-ai/DeepInfer DeepInfer: High-performance, large-scale inference framework for DeepSeek modelsGained in 7 d +2.1k Score 13.7 Total 25k
- 7NerverDevs/nervecenter new-api / sub2api 中转站账号管理中心:余额、API Key、用量、倍率、模型比价 | https://nvcenter.ccGained in 7 d +136 Score 13.6 Total 199
- 8trymirai/uzu A high-performance inference engine for AI modelsGained in 7 d +602 Score 11.8 Total 3.2k
- 9Alice-Marx/dsh-model-router Model Router and GALGame plugin for DeepSeek HarnessGained in 7 d +234 Score 11.7 Total 637
- 10skyzh/tiny-llm learn LLM inference system on Apple Silicon for systems engineers: build a tiny vLLM + QwenGained in 7 d +729 Score 10.5 Total 5.5k
- 11VecSzn/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.Gained in 7 d +229 Score 9.9 Total 762
- 12mw00/project-maya Project Maya - run GLM-5.3-Flash (321B MoE), DeepSeek-V4.1-Flash-1017 (748B MoE) and MiniMax-M3.1-Flash (428B MoE) privately on your own GPU(s), from one card to 16, NVIDIA or AMD, Linux or Windows. Engine, server, dashboard, OpenAI- and Anthropic-compatible API, quant tools.Gained in 7 d +436 Score 9.8 Total 2.4k
- 13drawthingsai/local-code-community Source code of Local Code, a private AI agent for Mac, iPad and iPhone. Runs DeepSeek 4.1 on device, with Python, Node.js and a shell built into the app.Gained in 7 d +90 Score 9.0 Total 90
- 14FlashML-org/FreeToken FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.Gained in 7 d +1.1k Score 8.8 Total 15.8k
- 15cheaper-inference/OmniRoute Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A…Gained in 7 d +2.5k Score 8.7 Total 83.8k
- 16respanai/respan-gateway Open-source LLM gateway in Rust. One endpoint for OpenAI, Anthropic, Gemini and every other vendor. Any SDK, any model, any tool.Gained in 7 d +157 Score 8.6 Total 489
- 17kekzl/imp Run large AI chat models privately on your own NVIDIA RTX 50 or RTX PRO graphics card. On one RTX 5090, Qwen3.8-27B writes about 70 words per second, 1.4x faster than vLLM. Even a model almost four times larger than the card's memory runs. Works with apps made for ChatGPT or Claude. Starts with one…Gained in 7 d +77 Score 7.7 Total 124
- 18routerhubSI/uncensored-ai-api Uncensored AI API and models — one key for Claude, GPT, Gemini, Grok, DeepSeek, GLM and Qwen, with uncensored and abliterated variants where available. OpenAI- and Anthropic-compatible. Pay per token.Gained in 7 d +144 Score 7.5 Total 509
- 19synchopate/nemotron-30b-cpu-256k Running a 30B MoE LLM on CPU at 30-50+ tok/s with a 256K Context Window via Hybrid Mamba-2 SSM, L3 NTA Slicing, AVX-512 VNNI Tile Repacking & 2MB HugePagesGained in 7 d +70 Score 7.0 Total 70
- 20giienew/9router-pro 9Router Pro by Gienetic — Pro edition of 9Router with Prompt Injection (system prompt or chat script per global / API key / model), per-key token quotas, accent themes and an optimized dashboard.Gained in 7 d +69 Score 6.9 Total 83
- 21Calcium-Ion/AstrLink A local AI gateway for AI agents, unifying your subscriptions and API providers with smart routing and on-device privacy protection.Gained in 7 d +135 Score 6.8 Total 524
- 22ThinkWatchProject/ThinkWatch-Lite Local gateway for Claude Code, Codex and other AI clients on macOS, Windows and Linux: switch upstreams without touching clients, keep API keys from relays, cut off malicious tool calls, trace every request.Gained in 7 d +134 Score 6.7 Total 534
- 23bitcloud-ai/Bittune Local-first engineering agent that deploys, benchmarks and tunes vLLM/SGLang inference services on your own GPUs, with auditable run evidence.Gained in 7 d +65 Score 6.5 Total 161
- 24rednote-machine-learning/RedKnot Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttentionGained in 7 d +327 Score 6.3 Total 3.1k
- 25mnfst/awesome-free-llm-apis List of Permanent Free LLM API (API Keys)Gained in 7 d +630 Score 5.9 Total 12k
- 26dayuwang401/spectral-orthogonal-exploration Official code for "Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration" (SOE, ACL 2026 Oral). A training-free, test-time scaling method that fixes reasoning collapse in LLM mathematical reasoning via orthogonal probing.Gained in 7 d +59 Score 5.9 Total 134
- 27Wallawalla47/Infernix C++/CUDA single-GPU inference engine for Qwen3.8 (incl. Qwen3.8-Flash-Next with offloaded experts) on the RTX 5090; grew from NInferGained in 7 d +70 Score 5.8 Total 218
- 28cablate/model-relay Per-window model switcher, subagent router, and automatic 429 failover for Claude Code — switch any window with /provider, delegate subagents across models, and keep Remote Control & statuslines working.Gained in 7 d +57 Score 5.7 Total 103
- 29shuishuipingan/qoder2api-hub Qoder国际国内多账号反代网关,Qoder 国际国内双区多账号 OpenAI 兼容网关中枢 — COSY 签名推理、稳定设备指纹防风控、OAuth 设备授权免客户端登录、每日签到与 Pro 福利、后台定时调度器、Web 监控看板,支持 Codex / Claude Code 与标准 OpenAI 客户端Gained in 7 d +106 Score 5.3 Total 501
- 30musicurgy/delta-inference-engine Delta Inference Engine: DeepSeek-V4.1-Flash on one NVIDIA GPU, natively on Windows (OpenAI-compatible server)Gained in 7 d +53 Score 5.3 Total 53
- 31nace-ai/kapitsa Blazing fast Apple Silicon optimized inference engine built for Qwen & Nemotron. OpenAI + Anthropic API compatible. Built by folks from nace.aiGained in 7 d +115 Score 5.2 Total 598
- 3201men/ybkkasi One control plane for every AI asset — MCP servers, skills, agents, AI apps. Self-hosted ledger with lifecycle state machine, 85 permission points, department × agent × skill cost attribution, and audit trail. MIT, zero runtime deps (Node 22 + node:sqlite). 企业 AI 资产治理。Gained in 7 d +52 Score 5.2 Total 58
- 33syv-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.Gained in 7 d +242 Score 5.1 Total 2.5k
- 34Generated-Computers/Locals Run many AI agents at once on your Mac, up to 3x faster.Gained in 7 d +94 Score 5.0 Total 448
- 35prabanta-dev/janas 37 tok/s from Qwen3-Next-80B (48 GB) on a 32 GB laptop, 24 without drafts vs 2.8 for llama.cpp; reading 62 vs 16 tok/s. Faster than llama.cpp on all 13 models compared in Q4_K_M. LLMs bigger than your RAM, pure C, CPU or GPU.Gained in 7 d +105 Score 4.8 Total 574
- 36ddalcu/mlx-serve Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Zig backend, Swift frontend macOS app with chat, music, voice, video generation.Gained in 7 d +219 Score 4.8 Total 2.3k
- 37ahtx/kindi A custom LLM inference engine for low-cost GPUs: NVIDIA cards from a 1 GB Quadro K420 to an RTX 3080, the AMD Radeon 780M and the CPU. Runs the Bonsai 2B to 27B models and Nemotron with an OpenAI-compatible server.Gained in 7 d +47 Score 4.7 Total 113
- 38martina9516/uncensored-ai-models Uncensored AI models from RouterHub — the website for one-key API access to Claude, GPT, Gemini, Grok, DeepSeek, GLM and Qwen, with uncensored and abliterated variants where available. OpenAI- and Anthropic-compatible. Pay per token.Gained in 7 d +46 Score 4.6 Total 108
- 39T-Crypt/berth Berth is a lightweight GPU resource manager written in Go. It controls which applications get access to your GPU, when they get it, and how that access is handed off.Gained in 7 d +64 Score 4.4 Total 279
- 40Indras-Mirror/Xolotl Xolotl (formerly Strata-DSV4.1): run DeepSeek-V4.1-Flash, all 552B, as a local coding agent on one gaming PC (RTX 4090 + 90 GB RAM) at up to ~27 tok/s, 512K context, October 1017 builds included. Plus GLM-5.3-Flash and Qwen3.8. MoE experts tiered across VRAM, pinned RAM and NVMe; OpenAI + Anthropic…Gained in 7 d +82 Score 4.3 Total 441
- 41incoai/splash A local inference engine for Apple silicon, built around the model.Gained in 7 d +181 Score 4.2 Total 2k
- 42MemTensor/MemT-1.0 Official repository for MemT-1.0Gained in 7 d +84 Score 4.1 Total 501
- 43carloslfu/slotstream Run a 105 GB AI model on a Mac that can't hold it. Qwen3.8-Flash-Next 4-bit, streamed from SSD on 16–64 GB Apple Silicon Macs. Fully native Swift, MLX and Metal. Offline, no Python. CLI, Swift library, and Ollama/OpenAI/Anthropic APIs. Works with Claude Code and Codex.Gained in 7 d +96 Score 4.1 Total 642
- 44lyogavin/airllm AirLLM 2.8T LLM inference with single 4GB GPUGained in 7 d +817 Score 4.0 Total 41.6k
- 45chalk-ai/chalk-router-oss chalk-router: an extremely fast & focused LLM router implementation.Gained in 7 d +39 Score 3.9 Total 39
- 46magnitudedev/magnitude Open source inference engine that tunes its kernels on your hardware to find the fastest way to run each model. 2x faster than Ollama. Works on Apple Silicon, NVIDIA, AMD, Intel, or just a CPU.Gained in 7 d +333 Score 3.9 Total 7.7k
- 47eagle-hq/EAGLE-4 Official Inference Code of EAGLE-4Gained in 7 d +111 Score 3.5 Total 1.1k
- 48WizisCool/oh-my-cpa Self-hosted control plane & usage observability console for CLIProxyAPI (CPA) — AI providers, client keys, streaming telemetry, and model cost snapshots.Gained in 7 d +50 Score 3.2 Total 297
- 49LAGcomcom/zen-gate 把 OpenCode Zen 免费模型装进你所有的 AI Agent —— Windows 托盘网关,OpenAI/Anthropic 兼容,自动适配 10+ Agent,限流自动切换Gained in 7 d +47 Score 3.1 Total 284
- 50christopherowen/spark-ds41f Reproducible Docker/vLLM deployment, tuning, and benchmarks for DeepSeek V4.1 Flash on a switchless three-node or four-node DGX Spark fabric.Gained in 7 d +30 Score 3.0 Total 78
- 513145544645/gouji 构屎 GOUJI — 纯 C++/CUDA 的三值 mini LLM。2 bit/权重,零 Python;联想记忆工具路由,零训练参数;143 个缺陷与 29 个变异测试记录在案。Gained in 7 d +30 Score 3.0 Total 99
- 52nsbradley88/talus-public Rust LLM inference engine tuned for AMD Strix Halo (gfx1151): a fork of Strata with ggml/llama.cpp-derived HIP kernels. Five models on one 128 GB machine.Gained in 7 d +30 Score 3.0 Total 30
- 53agentgateway/agentgateway Next Generation Agentic Proxy for AI Agents and MCP serversGained in 7 d +219 Score 2.9 Total 5.9k
- 54Agentic-System-Lab/agent-loop-visualizer This project is for learning: it shows how an agent loop works underneath, in a way more intuitive and visual than reading about it. Behind an agent's chat box runs a loop: step after step, the model proposes an action and the harness carries it out, until it stops.Gained in 7 d +29 Score 2.9 Total 51
- 55 Gained in 7 d +74 Score 2.9 Total 743
- 56bojieli/ai-infra-book 《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验Gained in 7 d +237 Score 2.8 Total 7.2k
- 57meshapplied/goethe Serve your models fast on your own infra in 3 steps.Gained in 7 d +28 Score 2.8 Total 43
- 580xShug0/audio.cpp An all-in-one, pure C++ inference engine for audio models, powered by ggml. Supports TTS, STT, VAD, voice conversion, music generation, and more, with highly optimized performance. No Python dependency.Gained in 7 d +170 Score 2.8 Total 3.9k
- 59mozilla-ai/otari Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.Gained in 7 d +74 Score 2.7 Total 812
- 60bpx03/QEngine Source-available C++/CUDA inference engine for Qwen3.8-27B INT4 on 3x RTX 3090Gained in 7 d +27 Score 2.7 Total 34
- 61ashhart/TensorFold LLM Inference Engine for Metal, CUDA and Vulkan.Gained in 7 d +104 Score 2.7 Total 1.6k
- 62peonist-ai/halogen-flash-server Local inference that behaves like a frontier API: Qwen3.8-Flash-Next on AMD Strix Halo plus small NPU models, over the OpenAI and Anthropic APIs on one port.Gained in 7 d +87 Score 2.6 Total 1.2k
- 63yreidev/workbuddy2api-panel 把腾讯 WorkBuddy 账号变成 OpenAI 兼容 API 的多账号网关。请求头照官方桌面端逐项对齐,主备入口 + HTTPDNS 自动切换,国内 / 国际双域合池,企业号可用 Claude,签到与成长任务全自动,React 管理面板支持一键更新。原版 workbuddy2api-panel 的持续同步增强版,Docker / 单文件部署。Gained in 7 d +26 Score 2.6 Total 62
- 64afdEP/afdEP-comm Expert-parallel communication for Attention–FFN Disaggregation (AFD), built on DeepEP V2Gained in 7 d +26 Score 2.6 Total 30
- 65recursive-oss/rec Our lightning-fast inference engine.Gained in 7 d +36 Score 2.4 Total 261
- 66zexadev/gemini-web2api-go Gemini web → OpenAI-compatible + native Gemini API, self-hosted, no API key. Reverse-proxies gemini.google.com into /v1/chat/completions + /v1beta generateContent: single Go binary, Chrome TLS fingerprint, cookie pool, auto-renewal, proxy pool, admin dashboard, SQLite/MySQL/PG, image & video…Gained in 7 d +63 Score 2.4 Total 761
- 67decolua/9router Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.Gained in 7 d +417 Score 2.4 Total 31.8k
- 68QuantumNous/new-api Open-source AI gateway. Self-hosted LLM gateway with OpenAI-, Claude- and Gemini-compatible APIs, model routing, access control, usage tracking and cost accounting.Gained in 7 d +503 Score 2.2 Total 51.2k
- 69amitshekhariitbhu/ai-engineering-course AI Engineering Course - A free and complete AI Engineering Course to learn AI Engineering step by step - from Machine Learning, Neural Networks, and Transformers to LLMs, Fine-Tuning, RAG, AI Agents, LLM Inference, Evaluation, AI Safety, and AI System Design.Gained in 7 d +52 Score 2.2 Total 622
- 70ggml-org/llama.cpp LLM inference in C/C++Gained in 7 d +775 Score 2.1 Total 133k
- 71Leonccaa/ReVolta Stable, high-throughput inference server for multi-GPU NVIDIA V100 (SM70): Qwen3.8 Flash-Next with AWQ / NVFP4, multimodal input, CPU/disk KV offload, and MTP or DFlash2 speculative decoding.Gained in 7 d +21 Score 2.1 Total 34
- 72w8123/EnterpriseAgentFramework ReachAI企业级智能体开发平台:快速、安全完成已有业务系统智能化改造,让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP, CRM, and other business applications.Gained in 7 d +64 Score 2.1 Total 1k
- 73CSUNX233/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。Gained in 7 d +20 Score 2.0 Total 82
- 74pallavi-shekhar/ai-engineering-interview-questions-company-wise Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.Gained in 7 d +87 Score 2.0 Total 2k
- 75BerriAI/litellm The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]Gained in 7 d +489 Score 2.0 Total 62.5k
- 76Orchestra-Research/AI-Research-SKILLs Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.Gained in 7 d +231 Score 2.0 Total 14.2k
- 77lidge-jun/opencodex Universal provider proxy for OpenAI Codex & Claude Code — use any LLM (Claude, Gemini, Grok, DeepSeek, Ollama…) with Codex CLI, App, SDK, and Claude CodeGained in 7 d +255 Score 1.9 Total 18.2k
- 78maximhq/bifrost Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode. Works with any SDK or agent and adds under 200µs of…Gained in 7 d +178 Score 1.9 Total 9.3k
- 79vllm-project/vllm A high-throughput and memory-efficient inference and serving engine for LLMsGained in 7 d +560 Score 1.8 Total 96.1k
- 80nokia-applied-research/AnyJev Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)Gained in 7 d +68 Score 1.8 Total 1.6k
- 81JakeATX/llamAmpere llama.cpp fork for significantly improved performance on Ampere generation Nvidia cards (especially RTX 3090 / 3090 Ti): example: 110+ tok/s over a 100K-token generation at temperature 1 for qwen3.8, supporting full 262K ctx. Supports low memory (12gb) configs for 200k+ ctxGained in 7 d +23 Score 1.7 Total 211
- 82verl-project/verl-omni Multimodal RL training framework for diffusion & omni modelsGained in 7 d +61 Score 1.6 Total 1.4k
- 83justxor/deepseek-local-guide-ru 🐋 Полный гайд на русском: как установить и запустить DeepSeek локально (V4, R1) на ПК, Mac и сервере — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, агенты, fine-tuning, лучшие фишкиGained in 7 d +20 Score 1.6 Total 169
- 84datawhalechina/zero-to-sglang Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.Gained in 7 d +63 Score 1.6 Total 1.7k
- 85StartLuxLabs/StartLux-Decision 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.Gained in 7 d +61 Score 1.5 Total 1.6k
- 86panxunying/ai-coding-welfare AI Coding 福利站导航:免费白嫖 Claude Code / Codex 的中转站与公益站合集,含额度、模型、价格自动更新与一键配置脚本Gained in 7 d +52 Score 1.5 Total 1.2k
- 87jundot/omlx LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu barGained in 7 d +230 Score 1.5 Total 23.3k
- 88AtomicBot-ai/Atomic-Chat Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer. Join our Discord: https://discord.com/invite/8wGSsvmg4VGained in 7 d +65 Score 1.5 Total 1.9k
- 89sergqwer/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…Gained in 7 d +21 Score 1.5 Total 215
- 90gitleaks/gitleaks Find secrets with Gitleaks 🔑Gained in 7 d +248 Score 1.4 Total 30.6k
Emerging in LLM serving Past weeks: Oct 26Oct 19