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 |
|---|---|---|---|---|
| 101 | katanaml/sparrow Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM | 大模型推理服务 | 5.2k | 2026-11-10 09:46 UTC |
| 102 | AhmadHassan-BTed/AutoSwarm-Shadow-Adapter Zero-modification Human-in-the-Loop adapter for OpenOPC's agentic DAG runtime. | 多智能体协作 | 5.2k | 2026-11-09 09:30 UTC |
| 103 | argilla-io/argilla Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets | 标注与偏好数据 | 5.2k | 2026-11-09 22:38 UTC |
| 104 | AhmadHassan-BTed/B An autonomous, context-aware AI desktop companion. Built with Python, featuring real-time screen vision, custom ONNX voice synthesis, active window tracking, and a dynamic floating UI with reactive facial expressions. | 格式转换 | 5.2k | 2026-07-07 07:01 UTC |
| 105 | tencentmusic/cube-studio cube studio开源云原生一站式机器学习/深度学习/大模型AI平台,mlops算法链路全流程,算力租赁平台,notebook在线开发,拖拉拽任务流pipeline编排,多机多卡分布式训练,超参搜索,推理服务VGPU虚拟化,边缘计算,标注平台自动化标注,deepseek等大模型sft微调/奖励模型/强化学习训练,vllm/ollama/mindie大模型多机推理,私有知识库,AI模型市场,支持国产cpu/gpu/npu 昇腾生态,支持RDMA,支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式 | 大模型推理服务 | 5.1k | 2026-10-09 09:07 UTC |
| 106 | alvinreal/awesome-opensource-ai Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated. | MLOps 平台 | 5.0k | 2026-11-06 08:34 UTC |
| 107 | mock-server/mockserver-monorepo MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP and more on a single port, with additional support for HTTP/3, message brokers, and AI/LLM APIs. | 代理 / VPN 客户端 | 5.0k | 2026-11-10 23:33 UTC |
| 108 | SCIR-HI/Huatuo-Llama-Med-Chinese Repo for BenCao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草(原名:华驼)模型仓库,基于中文医学知识的大语言模型指令微调 | 训练框架 | 5.0k | 2026-07-04 05:56 UTC |
| 109 | OpenNMT/CTranslate2 Fast inference engine for Transformer models | 大模型推理服务 | 4.7k | 2026-11-10 19:48 UTC |
| 110 | ruvnet/RuVector RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust. | 知识图谱 | 4.7k | 2026-11-10 21:36 UTC |
| 111 | joanrod/star-vector StarVector is a foundation model for SVG generation that transforms vectorization into a code generation task. Using a vision-language modeling architecture, StarVector processes both visual and textual inputs to produce high-quality SVG code with remarkable precision. | 视觉语言模型 | 4.6k | 2025-11-07 20:31 UTC |
| 112 | IvanMurzak/Unity-MCP AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free. | MCP 生态 | 4.6k | 2026-11-10 23:36 UTC |
| 113 | typedb/typedb TypeDB: Built for systems, not records | 大模型推理服务 | 4.5k | 2026-11-10 21:38 UTC |
| 114 | antvis/mcp-server-chart 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis. | MCP 生态 | 4.4k | 2026-08-27 01:50 UTC |
| 115 | algorithmicsuperintelligence/optillm Optimizing inference proxy for LLMs | 大模型推理服务 | 4.3k | 2026-11-02 05:51 UTC |
| 116 | OpenMOSS/MOSS-TTS An open-source model family for long-form speech, dialogue synthesis, voice design, sound effects, and real-time streaming TTS | 视觉语言模型 | 4.3k | 2026-09-06 06:19 UTC |
| 117 | NVIDIA/GenerativeAIExamples Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. | 大模型推理服务 | 4.2k | 2026-11-06 00:48 UTC |
| 118 | bragai/bRAG-langchain Everything you need to know to build your own RAG application | RAG 框架 | 4.2k | 2026-10-18 20:43 UTC |
| 119 | JohnSnowLabs/spark-nlp State of the Art Natural Language Processing | 翻译 | 4.2k | 2026-11-10 13:58 UTC |
| 120 | langroid/langroid Harness LLMs with Multi-Agent Programming | Agent 框架 | 4.1k | 2026-11-09 14:36 UTC |
| 121 | raullenchai/Rapid-MLX Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple's MLX (mlx-lm) on the same weights. | 大模型推理服务 | 4.1k | 2026-11-10 23:10 UTC |
| 122 | matt1398/claude-devtools The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source. | LLM 可观测 | 4.0k | 2026-09-26 07:43 UTC |
| 123 | thu-ml/SageAttention [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models. | 量化 | 4.0k | 2026-01-17 17:43 UTC |
| 124 | simonlin1212/TradingAgents-astock A股多Agent投研框架 — 适配A股数据源(龙虎榜/游资/解禁等),7位分析师基于A股规则的辩论决策,基于TradingAgents深度改造,适配大A。A-share multi-agent investment research framework — 7 AI analysts, bull/bear debate, risk assessment。 | 量化交易 | 3.9k | 2026-10-30 23:03 UTC |
| 125 | lemony-ai/cascadeflow Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop. | 大模型推理服务 | 3.9k | 2026-09-25 07:32 UTC |
| 126 | yuanzhoulvpi2017/zero_nlp 中文nlp解决方案(大模型、数据、模型、训练、推理) | 训练框架 | 3.8k | 2025-08-05 01:26 UTC |
| 127 | SciSharp/LLamaSharp A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. | 大模型推理服务 | 3.8k | 2026-11-08 15:33 UTC |
| 128 | bytebase/dbhub Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite. | MCP 生态 | 3.8k | 2026-11-10 03:01 UTC |
| 129 | THUDM/AgentBench A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24) | Agent 框架 | 3.8k | 2026-02-08 17:01 UTC |
| 130 | PaddlePaddle/FastDeploy High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle | 大模型推理服务 | 3.7k | 2026-09-24 14:17 UTC |
| 131 | huggingface/optimum 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools | 格式转换 | 3.5k | 2026-11-09 15:55 UTC |
| 132 | MiniMax-AI/MiniMax-01 The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention | 视觉语言模型 | 3.5k | 2025-07-07 12:24 UTC |
| 133 | DSXiangLi/DecryptPrompt 总结Prompt&LLM论文,开源数据&模型,AIGC应用 | Agent 框架 | 3.5k | 2026-11-08 23:34 UTC |
| 134 | ForceInjection/AI-fundamentals AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。 | 大模型推理服务 | 3.4k | 2026-11-10 02:12 UTC |
| 135 | VainF/Torch-Pruning [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc. | 剪枝与蒸馏 | 3.4k | 2025-09-07 17:25 UTC |
| 136 | itsOwen/CyberScraper-2077 A Powerful web scraper powered by LLM | OpenAI, Gemini & Ollama | 爬虫工具 | 3.3k | 2026-10-12 08:03 UTC |
| 137 | pezzolabs/pezzo 🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more. | LLM 可观测 | 3.3k | 2026-11-08 16:53 UTC |
| 138 | trymirai/uzu A high-performance inference engine for AI models | 大模型推理服务 | 3.3k | 2026-11-10 23:23 UTC |
| 139 | protectai/llm-guard The Security Toolkit for LLM Interactions | LLM 可观测 | 3.2k | 2026-07-08 23:58 UTC |
| 140 | CatchTheTornado/text-extract-api Document (PDF, Word, PPTX ...) extraction and parse API using state of the art modern OCRs + Ollama supported models. Anonymize documents. Remove PII. Convert any document or picture to structured JSON or Markdown | 文档解析 / OCR | 3.2k | 2025-12-08 21:27 UTC |
| 141 | SkyworkAI/Skywork-R1V Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning. | 视觉语言模型 | 3.2k | 2026-07-29 03:11 UTC |
| 142 | neuralmagic/deepsparse Sparsity-aware deep learning inference runtime for CPUs | 大模型推理服务 | 3.2k | 2025-06-02 21:11 UTC |
| 143 | spiceai/spiceai Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and agents. | 搜索引擎 / 全文检索 | 3.1k | 2026-11-10 23:21 UTC |
| 144 | b4rtaz/distributed-llama Distributed LLM inference. Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference. | 大模型推理服务 | 3.1k | 2026-11-10 15:14 UTC |
| 145 | containers/ramalama RamaLama is an open-source developer tool that simplifies the local serving of AI models from any source and facilitates their use for inference in production, all through the familiar language of containers. | 大模型推理服务 | 3.1k | 2026-11-09 00:05 UTC |
| 146 | openlake-project/openlake OpenLake is a high performance storage engine for efficient LLM inference and GPU Training | MLOps 平台 | 3.1k | 2026-11-09 17:15 UTC |
| 147 | vllm-project/vllm-ascend Community maintained hardware plugin for vLLM on Huawei Ascend | 国产 NPU | 3.1k | 2026-11-10 16:45 UTC |
| 148 | pinecone-io/examples Jupyter Notebooks to help you get hands-on with Pinecone vector databases | RAG 框架 | 3.0k | 2026-10-23 00:01 UTC |
| 149 | pytorch/ao PyTorch native quantization for training and inference | 大模型推理服务 | 3.0k | 2026-11-10 00:56 UTC |
| 150 | Dicklesworthstone/llm_aided_ocr Enhances Tesseract OCR output using LLMs (local or API) for error correction, smart chunking, and markdown formatting of scanned PDFs | 文档解析 / OCR | 3.0k | 2026-11-01 20:02 UTC |