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Upstar ranks the fastest-rising GitHub projects every hour, across 69 topics. Browse topics

#llm-serving · AI & ML

LLM serving

Inference engines, model servers and the gateways that route requests across model APIs.

In the last 24 hours, the top-ranked are FreeToken (+448), Strata (+526) and Infernix (+34). The 28 ranked repos gained 2,357 stars.

Updated Nov 2, 14:38 UTC · ranked every hour from GitHub’s daily star counts

Updated 3 min ago

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Showing 28 of 28

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  1. 1
    FlashML-org/FreeToken FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently. Python Python · 15.8k total Healthy
    Gained in 24 h +448 Score 3.6 Total 15.8k
  2. 4
    routerhubSI/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. 509 total
    Gained in 24 h +62 Score 2.9 Total 509
  3. 2
    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. C++ C++ · 38.2k total
    Gained in 24 h +526 Score 2.7 Total 38.2k
  4. 3
    Wallawalla47/Infernix C++/CUDA single-GPU inference engine for Qwen3.8 (incl. Qwen3.8-Flash-Next with offloaded experts) on the RTX 5090; grew from NInfer C++ C++ · 218 total
    Gained in 24 h +34 Score 2.5 Total 218
  5. 5
    eliasbiondo/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. Rust Rust · 622 total Spotted at 95 stars
    Gained in 24 h +41 Score 1.7 Total 622
  6. 6
    Alice-Marx/dsh-model-router Model Router and GALGame plugin for DeepSeek Harness JavaScript JavaScript · 637 total Healthy
    Gained in 24 h +36 Score 1.5 Total 637
  7. 7
    jesdga95/basalt Local inference engine for Qwen3.8-Flash-Next on NVIDIA Blackwell C++ C++ · 448 total
    Gained in 24 h +27 Score 1.3 Total 448
  8. 8
    deepseek-ai/DeepInfer DeepInfer: High-performance, large-scale inference framework for DeepSeek models Python Python · 25k total
    Gained in 24 h +168 Score 1.1 Total 25k
  9. 9
    respanai/respan-gateway Open-source LLM gateway in Rust. One endpoint for OpenAI, Anthropic, Gemini and every other vendor. Any SDK, any model, any tool. Rust Rust · 489 total
    Gained in 24 h +23 Score 1.1 Total 489
  10. 10
    ddalcu/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. Zig Zig · 2.3k total Healthy
    Gained in 24 h +50 Score 1.1 Total 2.3k
  11. 11
    cheaper-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… TypeScript TypeScript · 83.8k total Healthy
    Gained in 24 h +303 Score 1.0 Total 83.8k
  12. 12
    NVIDIA/spark-local-inference Rust Rust · 743 total
    Gained in 24 h +20 Score 0.7 Total 743
  13. 13
    mw00/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. Cuda Cuda · 2.4k total Spotted at 762 stars
    Gained in 24 h +29 Score 0.6 Total 2.4k
  14. 14
    mnfst/awesome-free-llm-apis List of Permanent Free LLM API (API Keys) JavaScript JavaScript · 12k total Mixed signals
    Gained in 24 h +60 Score 0.6 Total 12k
  15. 15
    trymirai/uzu A high-performance inference engine for AI models Rust Rust · 3.2k total Healthy
    Gained in 24 h +20 Score 0.4 Total 3.2k
  16. 16
    lyogavin/airllm AirLLM 2.8T LLM inference with single 4GB GPU Jupyter Notebook Jupyter Notebook · 41.6k total Healthy
    Gained in 24 h +70 Score 0.3 Total 41.6k
  17. 17
    0xShug0/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. C++ C++ · 3.9k total Healthy
    Gained in 24 h +20 Score 0.3 Total 3.9k
  18. 18
    QuantumNous/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. Go Go · 51.2k total Healthy
    Gained in 24 h +59 Score 0.3 Total 51.2k
  19. 19
    bojieli/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 Python Python · 7.2k total Mixed signals
    Gained in 24 h +22 Score 0.3 Total 7.2k
  20. 20
    Orchestra-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. TeX TeX · 14.2k total Low activity
    Gained in 24 h +26 Score 0.2 Total 14.2k
  21. 21
    vllm-project/vllm A high-throughput and memory-efficient inference and serving engine for LLMs Python Python · 96.1k total Healthy
    Gained in 24 h +67 Score 0.2 Total 96.1k
  22. 22
    BerriAI/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] Python Python · 62.5k total Healthy
    Gained in 24 h +53 Score 0.2 Total 62.5k
  23. 23
    ggml-org/llama.cpp LLM inference in C/C++ C++ C++ · 133k total Healthy
    Gained in 24 h +73 Score 0.2 Total 133k
  24. 24
    decolua/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. JavaScript JavaScript · 31.8k total Healthy
    Gained in 24 h +35 Score 0.2 Total 31.8k
  25. 25
    lidge-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 Code TypeScript TypeScript · 18.2k total Healthy
    Gained in 24 h +20 Score 0.1 Total 18.2k
  26. 26
    jundot/omlx LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar Python Python · 23.3k total Healthy
    Gained in 24 h +21 Score 0.1 Total 23.3k
  27. 27
    lbjlaq/Antigravity-Manager Professional Antigravity Account Manager & Switcher. One-click seamless account switching for Antigravity Tools. Built with Tauri v2 + React (Rust).专业的 Antigravity 账号管理与切换工具。为 Antigravity 提供一键无缝账号切换功能。 Rust Rust · 32.8k total Healthy
    Gained in 24 h +23 Score 0.1 Total 32.8k
  28. 28
    gitleaks/gitleaks Find secrets with Gitleaks 🔑 Go Go · 30.6k total Low activity
    Gained in 24 h +21 Score 0.1 Total 30.6k

Emerging in LLM serving Past weeks: Oct 26Oct 19