#llm-serving · AI & ML
LLM serving
Inference engines, model servers and the gateways that route requests across model APIs.
This month (Oct 4 – Nov 2), the top-ranked are DeepInfer (+24,992), Strata (+29,423) and project-maya (+2,400). The 333 ranked repos gained 152,957 stars.
Updated Nov 2, 15:42 UTC · ranked every hour from GitHub’s daily star counts
Updated 17 min ago
This month’s ranking
Full ranking, with the repositories hidden by default. Back to the ranking
- 1deepseek-ai/DeepInfer DeepInfer: High-performance, large-scale inference framework for DeepSeek modelsGained in 30 d +25k Score 2,499.2 Total 25k
- 2Niko1221/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 30 d +29.4k Score 314.1 Total 38.2k
- 3mw00/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 30 d +2.4k Score 240.0 Total 2.4k
- 4StartLuxLabs/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 30 d +1.5k Score 118.1 Total 1.6k
- 5eagle-hq/EAGLE-4 Official Inference Code of EAGLE-4Gained in 30 d +1.1k Score 111.5 Total 1.1k
- 6VecSzn/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 30 d +762 Score 76.2 Total 762
- 7 Gained in 30 d +743 Score 74.3 Total 743
- 8Alice-Marx/dsh-model-router Model Router and GALGame plugin for DeepSeek HarnessGained in 30 d +637 Score 63.7 Total 637
- 9eliasbiondo/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 30 d +622 Score 62.2 Total 622
- 10nace-ai/kapitsa Blazing fast Apple Silicon optimized inference engine built for Qwen & Nemotron. OpenAI + Anthropic API compatible. Built by folks from nace.aiGained in 30 d +598 Score 59.8 Total 598
- 11StayLameBro/backburner Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cableGained in 30 d +904 Score 57.5 Total 1.2k
- 12prabanta-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 30 d +545 Score 54.5 Total 574
- 13routerhubSI/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 30 d +509 Score 50.9 Total 509
- 14MemTensor/MemT-1.0 Official repository for MemT-1.0Gained in 30 d +501 Score 50.1 Total 501
- 15respanai/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 30 d +489 Score 48.9 Total 489
- 16ThinkWatchProject/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 30 d +478 Score 47.8 Total 534
- 17securetron-gh/aifw AI Agent Identity and Access Management and Inference FirewallGained in 30 d +452 Score 45.2 Total 454
- 18jesdga95/basalt Local inference engine for Qwen3.8-Flash-Next on NVIDIA BlackwellGained in 30 d +448 Score 44.8 Total 448
- 19Generated-Computers/Locals Run many AI agents at once on your Mac, up to 3x faster.Gained in 30 d +448 Score 44.8 Total 448
- 20shuishuipingan/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 30 d +447 Score 44.7 Total 501
- 21Indras-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 30 d +441 Score 44.1 Total 441
- 22cheaper-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 30 d +11.7k Score 43.4 Total 83.9k
- 23ekzhang/resin 🧱 Experimental library for building inference enginesGained in 30 d +369 Score 36.9 Total 369
- 24Calcium-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 30 d +396 Score 35.0 Total 524
- 25higress-group/HiRoute Make Codex and Claude Code subscriptions go further: a local model router that gives routine agent work to economical models and keeps your strongest model for the hard parts.Gained in 30 d +348 Score 34.8 Total 371
- 26lyogavin/airllm AirLLM 2.8T LLM inference with single 4GB GPUGained in 30 d +6.4k Score 34.1 Total 41.6k
- 27trymirai/uzu A high-performance inference engine for AI modelsGained in 30 d +1.4k Score 32.1 Total 3.2k
- 28mnfst/awesome-free-llm-apis List of Permanent Free LLM API (API Keys)Gained in 30 d +2.9k Score 30.3 Total 12k
- 29xiaodou-official/xiaodou-open-platform 小豆支付开放平台:个人也能申请的支付宝+微信聚合收款接口——RSA2 签名 + webhook 验签、持牌机构清算、次日到账;兼容易支付 / 彩虹支付类插件协议零代码迁移(submit.php / mapi.php / api.php,网关 / 商家 ID / 密钥三格配置);已兼容 Sub2API、New API(源码级核对);支持多到账账号收款分配与分账;含 14 篇文档、四语言签名示例与本地 demo。Payment API for individuals & digital-goods merchants: Alipay + WeChat Pay, Epay-compatible…Gained in 30 d +293 Score 29.3 Total 327
- 30WizisCool/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 30 d +287 Score 28.7 Total 297
- 31LAGcomcom/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 30 d +284 Score 28.4 Total 284
- 32T-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 30 d +282 Score 28.2 Total 282
- 33recursive-oss/rec Our lightning-fast inference engine.Gained in 30 d +261 Score 26.1 Total 261
- 34incoai/splash A local inference engine for Apple silicon, built around the model.Gained in 30 d +868 Score 25.6 Total 2k
- 35StartLuxLabs/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 30 d +238 Score 23.8 Total 238
- 36Wallawalla47/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 30 d +218 Score 21.8 Total 218
- 377API/uncensored-ai-api Uncensored AI API and models — one key for Claude, GPT, Gemini, Grok, DeepSeek, GLM and Kimi, with uncensored and abliterated variants where available. OpenAI- and Anthropic-compatible. Pay per token.Gained in 30 d +215 Score 21.5 Total 215
- 38ashhart/TensorFold LLM Inference Engine for Metal, CUDA and Vulkan.Gained in 30 d +636 Score 20.5 Total 1.6k
- 39sergqwer/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 30 d +203 Score 20.3 Total 215
- 40NerverDevs/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 30 d +199 Score 19.9 Total 199
- 41bojieli/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 30 d +1.4k Score 18.8 Total 7.2k
- 42magnitudedev/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 30 d +1.4k Score 17.3 Total 7.7k
- 43modelsphere/modelsphere ModelSphere is an open-source LLM inference infrastructure designed to make production-grade model serving simple, efficient, and continuously optimized.Gained in 30 d +168 Score 16.8 Total 171
- 44justxor/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 30 d +168 Score 16.8 Total 169
- 45nokia-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 30 d +534 Score 16.7 Total 1.6k
- 46nicorobinreal/llmspeed Feel how fast a local LLM runs before you buy the hardwareGained in 30 d +160 Score 16.0 Total 167
- 47bitcloud-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 30 d +156 Score 15.6 Total 161
- 48syv-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 30 d +660 Score 15.5 Total 2.5k
- 49FlashML-org/FreeToken FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.Gained in 30 d +1.8k Score 15.3 Total 15.8k
- 50ddalcu/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 30 d +598 Score 14.4 Total 2.3k
- 51lightseekorg/tokenspeed TokenSpeed is a speed-of-light LLM inference engine.Gained in 30 d +661 Score 14.1 Total 2.8k
- 52mozilla-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 30 d +310 Score 13.8 Total 812
- 53rednote-machine-learning/RedKnot Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttentionGained in 30 d +666 Score 13.6 Total 3.1k
- 54zexadev/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 30 d +293 Score 13.5 Total 763
- 55dayuwang401/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 30 d +134 Score 13.4 Total 134
- 56ovg-project/kvcached Virtualized Elastic KV Cache for Dynamic GPU Sharing and BeyondGained in 30 d +516 Score 13.3 Total 2k
- 57peonist-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 30 d +373 Score 13.0 Total 1.2k
- 58amurgola/LumaBrowser Local AI desktop app: a Chromium browser with a GPU-aware llama.cpp runtime, OpenAI-compatible API, AI chat and agents, Stable Diffusion image/video, TTS and music, plus an MCP server so Claude Code, Codex and Cline can drive your browser. Windows, macOS, Linux.Gained in 30 d +130 Score 13.0 Total 130
- 590xShug0/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 30 d +727 Score 12.8 Total 3.9k
- 60panxunying/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 30 d +362 Score 12.3 Total 1.2k
- 61carloslfu/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 30 d +236 Score 11.7 Total 642
- 62ahtx/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 30 d +114 Score 11.4 Total 114
- 63skyzh/tiny-llm learn LLM inference system on Apple Silicon for systems engineers: build a tiny vLLM + QwenGained in 30 d +776 Score 11.3 Total 5.5k
- 64lidge-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 30 d +1.5k Score 11.3 Total 18.2k
- 65XHToken/Spark-X2.6 Spark-x2.6 open model series. Pushing the Limits of Agentic Capabilities in On-Device ModelsGained in 30 d +267 Score 10.8 Total 877
- 66martina9516/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 30 d +108 Score 10.8 Total 108
- 67BerriAI/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 30 d +2.6k Score 10.7 Total 62.5k
- 68groundingpi/GroundAnything A 4B diffusion grounding model for fast, precise visual evidence extraction. Unifies diverse grounding tasks through parallel decoding, with optional self-speculative decoding delivering 4.51x autoregressive throughput on COCO.Gained in 30 d +106 Score 10.6 Total 109
- Yzw202011/OmniSpace 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) Unusual star growth, medium confidenceGained in 30 d +194 Score 10.6 Total 531
- 69decolua/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 30 d +1.8k Score 10.4 Total 31.8k
- 70vllm-project/vllm A high-throughput and memory-efficient inference and serving engine for LLMsGained in 30 d +3.2k Score 10.3 Total 96.1k
- 71cablate/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 30 d +103 Score 10.3 Total 103
- 72apowerb/apowerb The open-source agentic framework to build, orchestrate, and operate production AI agents.Gained in 30 d +102 Score 10.2 Total 149
- 73agentgateway/agentgateway Next Generation Agentic Proxy for AI Agents and MCP serversGained in 30 d +723 Score 10.1 Total 5.9k
- 74sgl-project/sglang-omni High Performance Serving Runtime For Interactive Super Intelligence SystemGained in 30 d +362 Score 10.0 Total 1.7k
- 753145544645/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 30 d +99 Score 9.9 Total 99
- 76QuantumNous/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 30 d +2.1k Score 9.7 Total 51.2k
- 77pegainfer-project/kern A model-agnostic GPU runtime for shipping models as verified programs.Gained in 30 d +96 Score 9.6 Total 148
- 78pallavi-shekhar/ai-engineering-interview-questions-company-wise Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.Gained in 30 d +382 Score 9.5 Total 2k
- 79ggml-org/llama.cpp LLM inference in C/C++Gained in 30 d +3.4k Score 9.5 Total 133k
- 80shawnshekari/strixite LLM inference engine written from scratch in HIP for AMD Strix Halo (gfx1151) and Qwen3.8-Flash-Next - ~50 tokens/s out to 492k contextGained in 30 d +93 Score 9.3 Total 93
- 81drawthingsai/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 30 d +90 Score 9.0 Total 90
- 82ARahim3/kaggle-tpu-lab 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.Gained in 30 d +209 Score 8.9 Total 757
- 83Orchestra-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 30 d +1k Score 8.7 Total 14.2k
- 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 30 d +318 Score 8.6 Total 1.7k
- 85maximhq/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 30 d +777 Score 8.4 Total 9.3k
- 86Sega757/Adaptive-AtomRAG Sub-millisecond query routing & cost-aware execution for GraphRAG architectures. Adaptive-AtomRAG is a highly optimized conditional routing gateway designed to resolve the latency and cost bottlenecks of heavy Atom-Entity Graph (AEG) RAG systems.Gained in 30 d +84 Score 8.4 Total 85
- 87ollaya-dev/ollaya Jev-compatible API server for open decision models. Ollama for decision models: pull and serve 29 model families (Laya, pplx-decider, Clef, Winnow, coba...) locally or self-hosted behind /v1/systemone. The TypeSafe SDK works unchanged: set its base URL and pick an open model. CLI, desktop app…Gained in 30 d +282 Score 8.3 Total 1.4k
- 88giienew/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 30 d +83 Score 8.3 Total 83
- 89CSUNX233/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 30 d +82 Score 8.2 Total 82
Emerging in LLM serving Past weeks: Oct 26Oct 19