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
201waybarrios/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.
1.7k
202UbiquitousLearning/mllm
Fast Multimodal LLM on Mobile Devices
1.6k
203semperai/amica
Amica is an open source interface for interactive communication with 3D characters with voice synthesis and speech recognition.
1.6k
204xLLM-AI/xllm
A high-performance inference engine for LLM, VLM and DiT models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.
1.6k
205nokia-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)
1.6k
206autonomous-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.
1.6k
207ggml-org/llama.vscode
VS Code extension for LLM-assisted code/text completion
1.6k
208Mirascope/mirascope
The LLM Anti-Framework
1.5k
209jax-ml/scaling-book
Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs
1.5k
210felladrin/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
1.5k
211alexrozanski/LlamaChat
Chat with your favourite LLaMA models in a native macOS app
1.5k
212kizuna-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.
1.5k
213sauravpanda/BrowserAI
Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser
1.5k
214llm-jp/awesome-japanese-llm
日本語LLMまとめ - Overview of Japanese LLMs
1.4k
215GradientHQ/parallax
Parallax is a distributed model serving framework that lets you build your own AI cluster anywhere
1.4k
216taielab/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!
1.4k
217explosion/spacy-llm
🦙 Integrating LLMs into structured NLP pipelines
1.4k
218felixrieseberg/clippy
📎 Clippy, now with some AI
1.4k
219alibaba/rtp-llm
RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.
1.4k
220lean-dojo/LeanCopilot
LLMs as Copilots for Theorem Proving in Lean
1.3k
221Tongjilibo/bert4torch
An elegent pytorch implement of transformers
1.3k
222StarlightSearch/EmbedAnything
Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀
1.3k
223Robitx/gp.nvim
Gp.nvim (GPT prompt) Neovim AI plugin: ChatGPT sessions & Instructable text/code operations & Speech to text [OpenAI, Ollama, Anthropic, ..]
1.3k
224tjake/Jlama
Jlama is a modern LLM inference engine for Java
1.3k
225peonist-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.
1.3k
226yzfly/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
1.3k
227thu-ml/SpargeAttn
[ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.
1.3k
228qualcomm/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.
1.3k
229EvolvingLMMs-Lab/LLaVA-OneVision-2
Fully Open Framework for Democratized Multimodal Training
1.2k
230superlinear-ai/raglite
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
1.2k
231eagle-hq/EAGLE-4
Official Inference Code of EAGLE-4
1.2k
232rudrankriyam/Foundation-Models-Framework-Lab
A practical lab for building, testing, and evaluating apps with Apple's Foundation Models framework.
1.2k
233jmaczan/tiny-vllm
Build your own high performance LLM inference engine in C++ and CUDA - a smaller version of vLLM
1.2k
234ooboqoo/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。
1.2k
235StayLameBro/backburner
Your iPhone helps your Mac run a 27B model: faster prompt reading and more context over a USB-C cable
1.2k
236character-ai/prompt-poet
Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.
1.2k
237tuan3w/obsidian-template
Starter templates for Obsidian
1.1k
238NovaSearch-Team/RAG-Retrieval
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
1.1k
239EmbeddedLLM/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.
1.1k
240Pan-Chera/Multi-Agent-CAD
MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute
1.1k
241dynamiq-ai/dynamiq
Dynamiq is an orchestration framework for agentic AI and LLM applications
1.1k
242receptron/laya
Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime
1.1k
243patchy631/time-to-first-token
A 10-week, 30-minutes-a-day roadmap for LLM inference serving and optimization. vLLM, SGLang, quantization, speculative decoding, benchmarking.
1.1k
244NVIDIA/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.
1.1k
245Tencent-Hunyuan/UniRL
UniRL is a Framework for Unified Multimodal Model Reinforcement Learning
1.0k
246kennss/SiliconScope
Sudoless Apple Silicon system monitor (native SwiftUI GUI) with ANE / Media Engine / memory-bandwidth tracking
1.0k
247tingaicompass/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。
995
248efeslab/Nanoflow
A throughput-oriented high-performance serving framework for LLMs
976
249OpenGVLab/OmniQuant
[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
968
250dalisoft/awesome-hosting
List of awesome hosting sorted by minimal plan price
967