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 |
|---|---|---|---|---|
| 301 | 51bitquant/ai-hedge-fund-crypto AI-Hedge-Fund for Crypto 🚀 AI-powered hedge fund for cryptocurrency trading, leveraging LLM agents for intelligent decision-making. | 量化交易 | 627 | 2025-09-05 09:15 UTC |
| 302 | NotPunchnox/rkllama Ollama alternative for Rockchip NPU: An efficient solution for running AI and Deep learning models on Rockchip devices with optimized NPU support ( rkllm ) | 大模型推理服务 | 625 | 2026-10-28 16:01 UTC |
| 303 | RobotecAI/rai RAI is a vendor agnostic agentic framework for Physical AI robotics, utilizing ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and more. | 具身智能 / VLA | 615 | 2026-11-10 14:56 UTC |
| 304 | felladrin/MiniSearch Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space | 大模型推理服务 | 608 | 2026-11-10 20:12 UTC |
| 305 | andrewkchan/yalm Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O | 大模型推理服务 | 607 | 2025-09-13 09:22 UTC |
| 306 | Fabric-Project/Fabric Node Creative Coding / 3D / Image Processing tool inspired by Quartz Composer | 硬件加速适配 | 606 | 2026-11-09 04:12 UTC |
| 307 | llmmanorg/llmman Run any agent on any model, models stored as OCI images | 大模型推理服务 | 588 | 2026-11-10 22:43 UTC |
| 308 | devflowinc/uzi CLI for running large numbers of coding agents in parallel with git worktrees | 大模型推理服务 | 583 | 2025-06-04 16:26 UTC |
| 309 | zjhellofss/KuiperLLama 校招、秋招、春招、实习好项目,带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。 | 大模型推理服务 | 583 | 2025-10-28 01:52 UTC |
| 310 | JAMESYJL/ShapeLLM-Omni [NeurIPS 2025 Spotlight] A Native Multimodal LLM for 3D Generation and Understanding | 3D 生成 | 581 | 2025-10-20 05:14 UTC |
| 311 | ukairia777/tensorflow-nlp-tutorial tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다. | 参数高效微调 | 580 | 2026-06-05 05:29 UTC |
| 312 | linzzzzzz/openclip OpenClip - AI-powered highlight extraction for long videos (AI 驱动的长视频精彩时刻提取工具) | 视频转码与编辑 | 579 | 2026-08-24 06:16 UTC |
| 313 | ooples/token-optimizer-mcp Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients. | 量化 | 577 | 2026-11-10 20:40 UTC |
| 314 | cambrian-mllm/cambrian-s Cambrian-S: Towards Spatial Supersensing in Video | 视觉语言模型 | 573 | 2026-04-03 14:59 UTC |
| 315 | awwaiid/ghostwriter Use the reMarkable2 as an interface to vision-LLMs (ChatGPT, Claude, Gemini). Ghost in the machine! | 视觉语言模型 | 573 | 2026-11-06 00:08 UTC |
| 316 | kacper-daftcode/vLLM-Moet Frontier MoE models on RTX PRO 6000 / RTX 5090 (sm_120): DeepSeek-V4.1-Flash on 4x RTX PRO 6000, as a GPU+CPU hybrid on 4x RTX 5090, and 2-bit experts on vLLM v0.24.0 | 大模型推理服务 | 572 | 2026-11-10 23:03 UTC |
| 317 | FlagOpen/RoboBrain [CVPR 2025] RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. Official Repository. | 具身智能 / VLA | 568 | 2025-10-13 04:14 UTC |
| 318 | spark-arena/sparkrun sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD | 大模型推理服务 | 562 | 2026-11-08 02:39 UTC |
| 319 | yassa9/qwen600 Static suckless single batch CUDA-only qwen3-0.6B mini inference engine | 大模型推理服务 | 561 | 2025-09-08 18:28 UTC |
| 320 | micytao/vllm-playground A modern web interface for managing and interacting with vLLM servers (www.github.com/vllm-project/vllm). Supports both GPU and CPU modes, with special optimizations for macOS Apple Silicon and enterprise deployment on OpenShift/Kubernetes. | 大模型推理服务 | 546 | 2026-11-07 04:55 UTC |
| 321 | askimo-ai/askimo AI desktop app for chat, RAG, Skills, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter) | RAG 框架 | 542 | 2026-11-10 06:23 UTC |
| 322 | microsoft/sarathi-serve A low-latency & high-throughput serving engine for LLMs | 大模型推理服务 | 535 | 2026-01-08 05:10 UTC |
| 323 | superlinked/VectorHub Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing. | LLM 可观测 | 534 | 2026-11-09 08:08 UTC |
| 324 | brontoguana/krasis Krasis is a Hybrid LLM runtime which focuses on efficient running of larger models on consumer grade VRAM limited hardware | 大模型推理服务 | 528 | 2026-11-08 16:51 UTC |
| 325 | didilili/shopkeeper-agent 📊 电商数仓智能问数 AI Agent,最适合用于系统学习 LangGraph 的实战项目:基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React,完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑,Docker 环境一键部署,配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。 | RAG 框架 | 527 | 2026-11-06 16:08 UTC |
| 326 | ome-projects/ome Open Model Engine (OME) — Kubernetes operator for LLM serving, GPU scheduling, and model lifecycle management. Works with SGLang, vLLM, TensorRT-LLM, and Triton | 大模型推理服务 | 525 | 2026-11-10 15:25 UTC |
| 327 | coderonion/awesome-cuda-and-hpc 🚀🚀🚀 This repository lists some awesome public CUDA, cuda-python, cuBLAS, cuDNN, CUTLASS, TensorRT, TensorRT-LLM, Triton, TVM, MLIR, PTX and High Performance Computing (HPC) projects. | 格式转换 | 524 | 2025-08-02 02:08 UTC |
| 328 | worldbench/awesome-vla-for-ad 🌐 Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future | 自动驾驶 | 524 | 2026-11-06 04:53 UTC |
| 329 | liunian-Jay/Awesome-RAG 💡 Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs, focusing on the development of technology. | RAG 框架 | 521 | 2026-11-07 10:13 UTC |
| 330 | HKUDS/CatchMe "CatchMe: Make Your AI Agents Truly Personal" | 截图与屏幕录制 | 521 | 2026-09-26 18:15 UTC |
| 331 | expectedparrot/edsl Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs. | Agent 框架 | 518 | 2026-11-10 20:22 UTC |
| 332 | NVIDIA-ISAAC-ROS/isaac_ros_pose_estimation Deep learned, NVIDIA-accelerated 3D object pose estimation | 大模型推理服务 | 517 | 2026-09-22 03:29 UTC |
| 333 | Chen-zexi/vllm-cli A command-line interface tool for serving LLM using vLLM. | 大模型推理服务 | 506 | 2026-01-25 19:37 UTC |
| 334 | babarot/oksskolten 🏔️ The AI-native RSS reader | RSS / 阅读 | 504 | 2026-11-03 08:39 UTC |
| 335 | vectorch-ai/ScaleLLM A high-performance inference system for large language models, designed for production environments. | 大模型推理服务 | 498 | 2025-12-19 04:19 UTC |
| 336 | orangekame3/mirrormate Self-hosted personalized AI in a mirror. | 大模型推理服务 | 495 | 2026-01-07 06:01 UTC |
| 337 | duckbugio/flock Autonomous AI dev-team bot | 代码质量 | 495 | 2026-11-09 14:55 UTC |
| 338 | sitor-ai/frametell Frametell: turn your ideas and material into vivid explainer videos with an AI director agent. Local-first, any model. | 视频生成 | 492 | 2026-11-10 12:39 UTC |
| 339 | AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-DFlash Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash speculative decoding (n=12) on the unified ghcr.io/aeon-7/aeon-vllm-ultimate:latest container, tuned for long-context draft acceptance on DGX Spark. 6 HF variants (BF16/NVFP4/MTP/MTP-XS), docker-compose, and QuickStart. | 量化 | 491 | 2026-10-06 01:33 UTC |
| 340 | localai-org/vllm.cpp a community oriented 1:1, vLLM-alike (Continuous batching, paged KV) engine in C++ with additional features (GGUF, RadixAttention, Cache-aware scheduling, ...) | 大模型推理服务 | 482 | 2026-11-10 19:50 UTC |
| 341 | candle-org/step_into_llm MindSpore online courses: Step into LLM | 训练框架 | 480 | 2025-12-22 11:46 UTC |
| 342 | paulpierre/markdown-crawler A multithreaded 🕸️ web crawler that recursively crawls a website and creates a 🔽 markdown file for each page, designed for LLM RAG | LLM 可观测 | 480 | 2026-06-26 14:23 UTC |
| 343 | qualcomm/ai-hub-apps The Qualcomm® AI Hub apps are a 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 | 477 | 2026-11-10 20:34 UTC |
| 344 | guqiong96/Lvllm LvLLM is a special NUMA extension of vllm that makes full use of CPU and memory resources, reduces GPU memory requirements, and features an efficient GPU parallel and NUMA parallel architecture, supporting hybrid inference for MOE large models. | 大模型推理服务 | 475 | 2026-11-06 00:37 UTC |
| 345 | runpod-workers/worker-vllm The Runpod worker template for serving our large language model endpoints. Powered by vLLM. | 大模型推理服务 | 474 | 2026-11-05 20:32 UTC |
| 346 | deepseek-php/deepseek-php-client ⚡️ A community driven PHP client for DeepSeek AI, designed to bring clean API access, fluent developer experience, and framework-friendly integration to PHP applications. | API 开发与调试 | 474 | 2026-05-24 22:30 UTC |
| 347 | AI-Hypercomputer/JetStream JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome). | 大模型推理服务 | 473 | 2026-01-05 17:51 UTC |
| 348 | bytedance/byteir A model compilation solution for various hardware | 格式转换 | 473 | 2025-08-20 10:09 UTC |
| 349 | neuml/rag 🚀 Retrieval Augmented Generation (RAG) with txtai. Combine search and LLMs to find insights with your own data. | 训练框架 | 466 | 2026-06-05 10:20 UTC |
| 350 | JiangNanGenius/floe-agent iPad-first, open-source iOS AI Agent with native on-device 3D/CAD editing, iPhone support and Android alpha. On-device Linux, terminal, Python/Node.js, Git and web previews; BYOK AI, Notes, Office, Canvas, voice, Skill Hub and supported local models on iOS. 开源设备端 AI 智能体工作台。 | 端侧部署 | 452 | 2026-11-10 23:50 UTC |