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
101katanaml/sparrow
Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM
5.2k
102AhmadHassan-BTed/AutoSwarm-Shadow-Adapter
Zero-modification Human-in-the-Loop adapter for OpenOPC's agentic DAG runtime.
5.2k
103argilla-io/argilla
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
5.2k
104AhmadHassan-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.
5.2k
105tencentmusic/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
5.1k
106alvinreal/awesome-opensource-ai
Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.
5.0k
107mock-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.
5.0k
108SCIR-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
5.0k
109OpenNMT/CTranslate2
Fast inference engine for Transformer models
4.7k
110ruvnet/RuVector
RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
4.7k
111joanrod/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.
4.6k
112IvanMurzak/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.
4.6k
113typedb/typedb
TypeDB: Built for systems, not records
4.5k
114antvis/mcp-server-chart
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
4.4k
115algorithmicsuperintelligence/optillm
Optimizing inference proxy for LLMs
4.3k
116OpenMOSS/MOSS-TTS
An open-source model family for long-form speech, dialogue synthesis, voice design, sound effects, and real-time streaming TTS
4.3k
117NVIDIA/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
4.2k
118bragai/bRAG-langchain
Everything you need to know to build your own RAG application
4.2k
119JohnSnowLabs/spark-nlp
State of the Art Natural Language Processing
4.2k
120langroid/langroid
Harness LLMs with Multi-Agent Programming
4.1k
121raullenchai/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.
4.1k
122matt1398/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.
4.0k
123thu-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.
4.0k
124simonlin1212/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。
3.9k
125lemony-ai/cascadeflow
Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.
3.9k
126yuanzhoulvpi2017/zero_nlp
中文nlp解决方案(大模型、数据、模型、训练、推理)
3.8k
127SciSharp/LLamaSharp
A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.
3.8k
128bytebase/dbhub
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
3.8k
129THUDM/AgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
3.8k
130PaddlePaddle/FastDeploy
High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle
3.7k
131huggingface/optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
3.5k
132MiniMax-AI/MiniMax-01
The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention
3.5k
133DSXiangLi/DecryptPrompt
总结Prompt&LLM论文,开源数据&模型,AIGC应用
3.5k
134ForceInjection/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。
3.4k
135VainF/Torch-Pruning
[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.
3.4k
136itsOwen/CyberScraper-2077
A Powerful web scraper powered by LLM | OpenAI, Gemini & Ollama
3.3k
137pezzolabs/pezzo
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
3.3k
138trymirai/uzu
A high-performance inference engine for AI models
3.3k
139protectai/llm-guard
The Security Toolkit for LLM Interactions
3.2k
140CatchTheTornado/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
3.2k
141SkyworkAI/Skywork-R1V
Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning.
3.2k
142neuralmagic/deepsparse
Sparsity-aware deep learning inference runtime for CPUs
3.2k
143spiceai/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.
3.1k
144b4rtaz/distributed-llama
Distributed LLM inference. Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.
3.1k
145containers/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.
3.1k
146openlake-project/openlake
OpenLake is a high performance storage engine for efficient LLM inference and GPU Training
3.1k
147vllm-project/vllm-ascend
Community maintained hardware plugin for vLLM on Huawei Ascend
3.1k
148pinecone-io/examples
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
3.0k
149pytorch/ao
PyTorch native quantization for training and inference
3.0k
150Dicklesworthstone/llm_aided_ocr
Enhances Tesseract OCR output using LLMs (local or API) for error correction, smart chunking, and markdown formatting of scanned PDFs
3.0k