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autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

awesome-cs-books

:books: Awesome CS Books/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

colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

colossalai-examples

Examples of training models with hybrid parallelism using ColossalAI

energonai

Large-scale model inference.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastfold

Optimizing Protein Structure Prediction Model Training and Inference on GPU Clusters

instructionwild

llama-x

Open Academic Research on Improving LLaMA to SOTA LLM

lsh

Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents

ofa

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

oh-my-dockerfile

A collection of dockerfiles for various tasks

opendelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

openprompt

An Open-Source Framework for Prompt-Learning.

patrickstar

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

quokka

Fast data lake analytics/ETL/ML pipeline tool

self-instruct

Aligning pretrained language models with instruction data generated by themselves.

tensornvme

A Python library transfers PyTorch tensors between CPU and NVMe

torchrec

Pytorch domain library for recommendation systems

uniserve

A runtime implementation of data-parallel actors.

vega

A new arguably faster implementation of Apache Spark from scratch in Rust

wait

wasm32-wasi-benchmark

x-deeplearning

An industrial deep learning framework for high-dimension sparse data