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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
deepspeedai / Megatron-DeepSpeed
Forked from NVIDIA/Megatron-LMOngoing research training transformer language models at scale, including: BERT & GPT-2
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
A curated list of all DePIN research, projects and resources.
A course of building an LSM-Tree storage engine (database) in a week.
Tutorial for TinyKV project in Talent Plan.
CMU15-445/645 Database Systems (Spring 2023) lecture note(in Chinese), project tips and my own additional testcase for bustub online test
A course to build distributed key-value service based on TiKV model
Implementation of the SmartBFT consensus library (https://arxiv.org/abs/2107.06922)
A toy implementation of the Raft protocol in Haskell, with an experimental BFT variant.
A feature complete and high performance multi-group Raft library in Go.
4 labs + 2 challenges + 4 docs
A list of learning materials to understand databases internals
搞定C++:punch:。C++ Primer 中文版第5版学习仓库，包括笔记和课后练习答案。
🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
A complete computer science study plan to become a software engineer.
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing