wonderisland

lectures

Material for cuda-mode lectures

long-context-attention

Sequence Parallel Attention for Long Context LLM Model Training and Inference

Pai-Megatron-Patch

The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.

torchtune

A Native-PyTorch Library for LLM Fine-tuning

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

Moore-AnimateAnyone

Character Animation (AnimateAnyone, Face Reenactment)

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

alpaca-lora

Instruct-tune LLaMA on consumer hardware

PyTorchIntroduction

《深入浅出 PyTorch——从模型到源码》源代码和勘误（见Issues）

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

mlflow

Open source platform for the machine learning lifecycle

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

velox

A C++ vectorized database acceleration library aimed to optimizing query engines and data processing systems.

benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

weekly

科技爱好者周刊，每周五发布

Awesome-Books-Notes

:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀计算机科学与技术领域相关的书籍归档，以及我的读书笔记。

AI-Infer-Engine-From-Zero

关于自建AI推理引擎的手册，从0开始你需要知道的所有事情

papers-notebook

:page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)

auto_http_api

python自动化接口测试

helm-charts

charts

Bitnami Helm Charts

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

gateway

A high-performance API Gateway with middlewares, supporting HTTP and gRPC protocols.

redsync

Distributed mutual exclusion lock using Redis for Go