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Awesome List
A curated list of awesome LLM frameworks, libraries and software.
GitHub stars and default-branch commits for uhub/awesome-llm.
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GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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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)
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
Official inference library for Mistral models
High-speed Large Language Model Serving for Local Deployment
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.
Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook
FlashInfer: Kernel Library for LLM Serving
Quantization, kernels, runtime and inference engine for mobiles, wearables, smart home and robots.
A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances.
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk
《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
Optimizing inference proxy for LLMs
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
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.
Distributed LLM inference. Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.
Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
An open coding agent for your terminal, built by a community collective rather than a company. Bring your own model, keep your code on your machine, and owe nothing to anyone.
Local AI app and inference engine for agents. Run open-weight LLMs locally — private, 100% offline on your computer. Join our Discord: https://discord.com/invite/8wGSsvmg4V