Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Making large AI models cheaper, faster and more accessible

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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

Inference code for CodeLlama models

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Ongoing research training transformer models at scale

DeepSeek Coder: Let the Code Write Itself

Companion code to my O'Reilly book "Flask Web Development", second edition.

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

Easy & Flexible Alerting With ElasticSearch

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with …

web.py is a web framework for python that is as simple as it is powerful.

System for AI Education Resource.

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

OpenStack Storage (Swift). Mirror of code maintained at opendev.org.

DC/OS - The Datacenter Operating System

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilizatio…

Ongoing research training transformer language models at scale, including: BERT & GPT-2

OpenStack Dashboard (Horizon). Mirror of code maintained at opendev.org.

Reference implementations of MLPerf™ inference benchmarks

A PyTorch Native LLM Training Framework

今日头条中文新闻（文本）分类数据集

《Redis实战》一书的相关源码。

A custom extension for sd-webui that allow you to generate 3D model from txt or image, basing on OpenAI Shap-E.

Python implementation for generating Tiny URL- and bit.ly-like URLs.

PTS团队Azure、Office 365、其他产品等文档、BLOG、学习资料等合集。