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
30151bitquant/ai-hedge-fund-crypto
AI-Hedge-Fund for Crypto 🚀 AI-powered hedge fund for cryptocurrency trading, leveraging LLM agents for intelligent decision-making.
627
302NotPunchnox/rkllama
Ollama alternative for Rockchip NPU: An efficient solution for running AI and Deep learning models on Rockchip devices with optimized NPU support ( rkllm )
625
303RobotecAI/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.
615
304felladrin/MiniSearch
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space
608
305andrewkchan/yalm
Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O
607
306Fabric-Project/Fabric
Node Creative Coding / 3D / Image Processing tool inspired by Quartz Composer
606
307llmmanorg/llmman
Run any agent on any model, models stored as OCI images
588
308devflowinc/uzi
CLI for running large numbers of coding agents in parallel with git worktrees
583
309zjhellofss/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。
583
310JAMESYJL/ShapeLLM-Omni
[NeurIPS 2025 Spotlight] A Native Multimodal LLM for 3D Generation and Understanding
581
311ukairia777/tensorflow-nlp-tutorial
tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.
580
312linzzzzzz/openclip
OpenClip - AI-powered highlight extraction for long videos (AI 驱动的长视频精彩时刻提取工具)
579
313ooples/token-optimizer-mcp
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
577
314cambrian-mllm/cambrian-s
Cambrian-S: Towards Spatial Supersensing in Video
573
315awwaiid/ghostwriter
Use the reMarkable2 as an interface to vision-LLMs (ChatGPT, Claude, Gemini). Ghost in the machine!
573
316kacper-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
572
317FlagOpen/RoboBrain
[CVPR 2025] RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. Official Repository.
568
318spark-arena/sparkrun
sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD
562
319yassa9/qwen600
Static suckless single batch CUDA-only qwen3-0.6B mini inference engine
561
320micytao/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.
546
321askimo-ai/askimo
AI desktop app for chat, RAG, Skills, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)
542
322microsoft/sarathi-serve
A low-latency & high-throughput serving engine for LLMs
535
323superlinked/VectorHub
Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.
534
324brontoguana/krasis
Krasis is a Hybrid LLM runtime which focuses on efficient running of larger models on consumer grade VRAM limited hardware
528
325didilili/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。
527
326ome-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
525
327coderonion/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.
524
328worldbench/awesome-vla-for-ad
🌐 Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future
524
329liunian-Jay/Awesome-RAG
💡 Awesome RAG: A resource of Retrieval-Augmented Generation (RAG) for LLMs, focusing on the development of technology.
521
330HKUDS/CatchMe
"CatchMe: Make Your AI Agents Truly Personal"
521
331expectedparrot/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.
518
332NVIDIA-ISAAC-ROS/isaac_ros_pose_estimation
Deep learned, NVIDIA-accelerated 3D object pose estimation
517
333Chen-zexi/vllm-cli
A command-line interface tool for serving LLM using vLLM.
506
334babarot/oksskolten
🏔️ The AI-native RSS reader
504
335vectorch-ai/ScaleLLM
A high-performance inference system for large language models, designed for production environments.
498
336orangekame3/mirrormate
Self-hosted personalized AI in a mirror.
495
337duckbugio/flock
Autonomous AI dev-team bot
495
338sitor-ai/frametell
Frametell: turn your ideas and material into vivid explainer videos with an AI director agent. Local-first, any model.
492
339AEON-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.
491
340localai-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, ...)
482
341candle-org/step_into_llm
MindSpore online courses: Step into LLM
480
342paulpierre/markdown-crawler
A multithreaded 🕸️ web crawler that recursively crawls a website and creates a 🔽 markdown file for each page, designed for LLM RAG
480
343qualcomm/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.
477
344guqiong96/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.
475
345runpod-workers/worker-vllm
The Runpod worker template for serving our large language model endpoints. Powered by vLLM.
474
346deepseek-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.
474
347AI-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).
473
348bytedance/byteir
A model compilation solution for various hardware
473
349neuml/rag
🚀 Retrieval Augmented Generation (RAG) with txtai. Combine search and LLMs to find insights with your own data.
466
350JiangNanGenius/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。
452