大模型推理服务
409 条vLLM / SGLang / TGI 这类推理引擎,关注吞吐与显存效率。
| # | 仓库 | 分类 | Stars | 最近推送 |
|---|---|---|---|---|
| 201 | waybarrios/vllm-mlx High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support. | 语音推理 | 1.7k | 2026-11-07 16:20 UTC |
| 202 | UbiquitousLearning/mllm Fast Multimodal LLM on Mobile Devices | 视觉语言模型 | 1.6k | 2026-09-30 11:50 UTC |
| 203 | semperai/amica Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition. | 语音推理 | 1.6k | 2026-09-22 15:52 UTC |
| 204 | xLLM-AI/xllm A high-performance inference engine for LLM, VLM and DiT models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation. | 大模型推理服务 | 1.6k | 2026-11-10 15:03 UTC |
| 205 | nokia-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) | 大模型推理服务 | 1.6k | 2026-10-21 20:30 UTC |
| 206 | autonomous-ai/Personal-AI-Computer Open-source AI computer builds, from 2-GPU desktops to 8-GPU servers: CAD, BOM, BIOS and build guides. Get the case kit with PCIe risers, or ask us for a free fit check. | 大模型推理服务 | 1.6k | 2026-11-05 10:02 UTC |
| 207 | ggml-org/llama.vscode VS Code extension for LLM-assisted code/text completion | 编辑器 / IDE | 1.6k | 2026-11-05 22:42 UTC |
| 208 | Mirascope/mirascope The LLM Anti-Framework | Agent 框架 | 1.5k | 2026-11-05 18:10 UTC |
| 209 | jax-ml/scaling-book Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs | 大模型推理服务 | 1.5k | 2026-10-19 19:48 UTC |
| 210 | felladrin/awesome-ai-web-search List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search | 大模型推理服务 | 1.5k | 2026-11-06 22:52 UTC |
| 211 | alexrozanski/LlamaChat Chat with your favourite LLaMA models in a native macOS app | 大模型推理服务 | 1.5k | 2026-06-17 02:03 UTC |
| 212 | kizuna-ai-lab/sokuji Real-time two-way speech translation for bilingual meetings — auto-detects the spoken language and translates both directions, cloud or fully offline on-device. Desktop (Windows · macOS · Linux) + browser extension (Chrome · Edge) for Zoom, Meet, Teams & any app. | 语音推理 | 1.5k | 2026-11-10 17:37 UTC |
| 213 | sauravpanda/BrowserAI Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser | 大模型推理服务 | 1.5k | 2026-07-21 02:47 UTC |
| 214 | llm-jp/awesome-japanese-llm 日本語LLMまとめ - Overview of Japanese LLMs | 视觉语言模型 | 1.4k | 2026-11-09 05:37 UTC |
| 215 | GradientHQ/parallax Parallax is a distributed model serving framework that lets you build your own AI cluster anywhere | 大模型推理服务 | 1.4k | 2026-07-01 07:35 UTC |
| 216 | taielab/awesome-hacking-lists A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit! | 渗透测试 / 漏洞 | 1.4k | 2025-12-04 06:55 UTC |
| 217 | explosion/spacy-llm 🦙 Integrating LLMs into structured NLP pipelines | 训练框架 | 1.4k | 2026-10-23 14:07 UTC |
| 218 | felixrieseberg/clippy 📎 Clippy, now with some AI | 大模型推理服务 | 1.4k | 2025-11-15 23:32 UTC |
| 219 | alibaba/rtp-llm RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications. | 大模型推理服务 | 1.4k | 2026-11-10 23:45 UTC |
| 220 | lean-dojo/LeanCopilot LLMs as Copilots for Theorem Proving in Lean | 大模型推理服务 | 1.3k | 2026-10-13 01:17 UTC |
| 221 | Tongjilibo/bert4torch An elegent pytorch implement of transformers | 训练框架 | 1.3k | 2026-05-16 12:38 UTC |
| 222 | StarlightSearch/EmbedAnything Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀 | 大模型推理服务 | 1.3k | 2026-10-26 19:34 UTC |
| 223 | Robitx/gp.nvim Gp.nvim (GPT prompt) Neovim AI plugin: ChatGPT sessions & Instructable text/code operations & Speech to text [OpenAI, Ollama, Anthropic, ..] | 编辑器 / IDE | 1.3k | 2025-08-11 09:04 UTC |
| 224 | tjake/Jlama Jlama is a modern LLM inference engine for Java | 大模型推理服务 | 1.3k | 2025-10-12 02:45 UTC |
| 225 | peonist-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. | 大模型推理服务 | 1.3k | 2026-11-09 15:12 UTC |
| 226 | yzfly/douyin-mcp-server 提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾 | 视频转码与编辑 | 1.3k | 2026-07-02 07:21 UTC |
| 227 | thu-ml/SpargeAttn [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference. | 量化 | 1.3k | 2026-02-25 00:07 UTC |
| 228 | qualcomm/ai-hub-models Qualcomm® AI Hub Models is our collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices. | 大模型推理服务 | 1.3k | 2026-11-10 22:54 UTC |
| 229 | EvolvingLMMs-Lab/LLaVA-OneVision-2 Fully Open Framework for Democratized Multimodal Training | 视觉语言模型 | 1.2k | 2026-11-09 09:20 UTC |
| 230 | superlinear-ai/raglite 🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL | Markdown 编辑器 | 1.2k | 2026-11-01 23:35 UTC |
| 231 | eagle-hq/EAGLE-4 Official Inference Code of EAGLE-4 | 大模型推理服务 | 1.2k | 2026-11-10 20:37 UTC |
| 232 | rudrankriyam/Foundation-Models-Framework-Lab A practical lab for building, testing, and evaluating apps with Apple's Foundation Models framework. | 语音推理 | 1.2k | 2026-11-07 12:50 UTC |
| 233 | jmaczan/tiny-vllm Build your own high performance LLM inference engine in C++ and CUDA - a smaller version of vLLM | 大模型推理服务 | 1.2k | 2026-11-01 16:07 UTC |
| 234 | ooboqoo/shiping 识屏 Shiping:截屏 + AI,看懂屏幕上的任何内容。代码、报错、题目、图表、外文资料,按快捷键截下图就有解答。可作为桌面工具常驻后台,随时框选识别。对话模式实时听懂问题、给出回答要点。可用作桌面工具、面试助手、考试助手、刷题助手。 | 文档解析 / OCR | 1.2k | 2026-11-09 07:34 UTC |
| 235 | StayLameBro/backburner Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable | 大模型推理服务 | 1.2k | 2026-11-07 01:50 UTC |
| 236 | character-ai/prompt-poet Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach. | 大模型推理服务 | 1.2k | 2026-02-12 02:12 UTC |
| 237 | tuan3w/obsidian-template Starter templates for Obsidian | 笔记工具 | 1.1k | 2026-03-21 08:16 UTC |
| 238 | NovaSearch-Team/RAG-Retrieval Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker. | 训练框架 | 1.1k | 2026-08-28 18:12 UTC |
| 239 | EmbeddedLLM/JamAIBase The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications. | Pipeline 编排 | 1.1k | 2026-10-22 06:12 UTC |
| 240 | Pan-Chera/Multi-Agent-CAD MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute | 3D 打印 | 1.1k | 2026-11-04 10:11 UTC |
| 241 | dynamiq-ai/dynamiq Dynamiq is an orchestration framework for agentic AI and LLM applications | LLM 可观测 | 1.1k | 2026-11-10 22:33 UTC |
| 242 | receptron/laya Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime | 大模型推理服务 | 1.1k | 2026-10-17 00:22 UTC |
| 243 | patchy631/time-to-first-token A 10-week, 30-minutes-a-day roadmap for LLM inference serving and optimization. vLLM, SGLang, quantization, speculative decoding, benchmarking. | 大模型推理服务 | 1.1k | 2026-08-14 19:39 UTC |
| 244 | NVIDIA/raft RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications. | 向量数据库 | 1.1k | 2026-11-10 19:47 UTC |
| 245 | Tencent-Hunyuan/UniRL UniRL is a Framework for Unified Multimodal Model Reinforcement Learning | 大模型推理服务 | 1.0k | 2026-11-06 22:04 UTC |
| 246 | kennss/SiliconScope Sudoless Apple Silicon system monitor (native SwiftUI GUI) with ANE / Media Engine / memory-bandwidth tracking | 系统监控 | 1.0k | 2026-11-02 13:32 UTC |
| 247 | tingaicompass/AI-Compass “AI-Compass”将为社区指引在 AI 技术海洋中航行的方向,无论你是初学者还是进阶开发者,都能在这里找到通往 AI 各大方向的路径。旨在帮助开发者系统性地了解 AI 的核心概念、主流技术、前沿趋势,并通过实践掌握从理论到落地的全过程。 | 大模型推理服务 | 995 | 2026-11-06 06:52 UTC |
| 248 | efeslab/Nanoflow A throughput-oriented high-performance serving framework for LLMs | 大模型推理服务 | 976 | 2026-03-29 05:30 UTC |
| 249 | OpenGVLab/OmniQuant [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs. | 量化 | 968 | 2025-11-26 07:22 UTC |
| 250 | dalisoft/awesome-hosting List of awesome hosting sorted by minimal plan price | 大模型推理服务 | 967 | 2026-11-10 13:03 UTC |