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

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

A Collection of useful Methods in Java

? Token-Oriented Object Notation – JSON for LLMs at half the token cost

《李宏毅深度学习教程》（李宏毅老师推荐?，苹果书?），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

? Easy-to-use and powerful NLP and LLM library with ? Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including ?Text Classification, ? Neural Search, ? Question Answering, ?? Information Extraction, ? Document Intelligence, ? Sentiment Analysis etc.

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

Lossy PNG compressor — pngquant command based on libimagequant library

SwinIR: Image Restoration Using Swin Transformer (official repository)