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Stars
1ollama/ollama
把「本地跑大模型」压缩成一条命令,最适合做原型和日常使用
186k
2open-webui/open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
158k
3harry0703/MoneyPrinterTurbo
利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.
142k
4ggml-org/llama.cpp
纯 C/C++ 的本地推理引擎,GGUF + 量化是「在自己电脑上跑模型」的标准答案
134k
5JuliusBrussee/caveman
🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.
119k
6vllm-project/vllm
单卡也能压榨出高吞吐的 LLM 推理引擎,PagedAttention 基本成了行业标准
97k
7blader/humanizer
Agent skill that removes signs of AI-generated writing from text
67k
8upstash/context7
Context7 Platform -- Up-to-date docs for AI agents
64k
9MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free.
60k
10pathwaycom/serviette
A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
59k
11ggml-org/whisper.cpp
Port of OpenAI's Whisper model in C/C++
55k
12paperless-ngx/paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
48k
13janhq/jan
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
46k
14lyogavin/airllm
AirLLM 2.8T LLM inference with single 4GB GPU
42k
15google/langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
39k
16sgl-project/sglang
前缀复用做得最好的推理框架,RAG 与多轮对话场景吞吐明显占优
39k
17can1357/oh-my-pi
⌥ Coding agent with the IDE wired in. Built by Stencil Labs.
38k
18HKUDS/Vibe-Trading
"Vibe-Trading: Your Personal Trading Agent"
38k
19DayuanJiang/next-ai-draw-io
Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.
37k
20SillyTavern/SillyTavern
LLM Frontend for Power Users.
35k
21iOfficeAI/AionUi
Open-source 24/7 Cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI Agent | Customize your assistants | Team them up|Star if you like it!
34k
22ahujasid/mcp-for-blender
Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
34k
23onyx-dot-app/onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
33k
24yetone/magpie
Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.
33k
25datawhalechina/self-llm
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程
33k
26ScrapeGraphAI/Scrapegraph-ai
Python scraper based on AI
33k
27Zackriya-Solutions/meetily
Privacy-first AI meeting note taker for Windows and macOS. Free, open source (MIT). On-device Whisper/Parakeet transcription and speaker diarization, no meeting bot. Open-source alternative to Granola, Otter and Fireflies. https://meetily.ai
33k
28mastra-ai/mastra
Mastra is the modern TypeScript framework for AI-powered applications and agents.
29k
29yamadashy/repomix
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
29k
30OtterMind/Chat2DB
Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.
28k
31liguodongiot/llm-action
本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)
25k
32AiHubCN/Awesome-Chinese-LLM
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。
23k
33screenpipe/screenpipe
YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
22k
34eosphoros-ai/DB-GPT
open-source agentic AI data assistant for the next generation of AI + Data products.
20k
35stas00/ml-engineering
Machine Learning Engineering Open Book
20k
36ymcui/Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
19k
37arc53/DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
18k
38huggingface/transformers.js
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
16k
39GeeeekExplorer/nano-vllm
Nano vLLM
16k
40GaiZhenbiao/ChuanhuChatGPT
GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.
15k
41NVIDIA/TensorRT-LLM
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
15k
42llmware-ai/llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
15k
43EverMind-AI/EverOS
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
14k
44StarTrail-org/LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
14k
45Lightning-AI/litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
14k
46halfrost/Halfrost-Field
✍🏻 Source Code Deep Dives, System Design & Engineering Blogs | Halfrost-Field 冰霜之地:源码解析、系统设计与工程实践笔记
13k
47zai-org/CogVideo
text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)
13k
48FareedKhan-dev/train-llm-from-scratch
A straightforward method for training your LLM, from downloading data to generating text.
13k
49The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge
Pocket Flow: Codebase to Tutorial
13k
50LMCache/LMCache
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
12k