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My learning notes for ML SYS.
分享AI Infra知识&代码练习：PyTorch/vLLM/SGLang框架入门⚡️、性能加速🚀、大模型基础🧠、AI软硬件🔧等
Super fast serving stack for LLM on Windows/Linux/Macos
Neural Networks: Zero to Hero
how to optimize some algorithm in cuda.
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!
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）
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
AIInfra（AI 基础设施）指AI系统从底层芯片等硬件，到上层软件栈支持AI大模型训练和推理。
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
RAG Time: A 5-week Learning Journey to Mastering RAG
关注 chatgpt、容器、kubernetes、devops、python、golang、微服务等技术 🎉🎉🎉
Various materials about Profile Guided Optimization and other similar stuff like AutoFDO, Bolt, etc.
A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience
K8s-club for learn, share and explore the K8s world :)
Scaffolding for BPF application development with libbpf and BPF CO-RE
C++高性能分布式服务器框架,webserver,websocket server,自定义tcp_server（包含日志模块，配置模块，线程模块，协程模块，协程调度模块，io协程调度模块，hook模块，socket模块，bytearray序列化，http模块，TcpServer模块，Websocket模块，Https模块等, Smtp邮件模块, MySQL, SQLite3, ORM,Red…
多平台容器镜像代理服务,支持 Docker Hub, GitHub, Google, k8s, Quay, Microsoft 等镜像仓库.
A collection of Linux kernel rootkits found across the internet taken and put together
A complete Linux application software development tool library and runtime framework, aim at make C++ development easy.