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accelerate

A simple way to train and use NLP models with multi-GPU, TPU, mixed-precision

advent_of_code_2021

Advent of Code 2021, in Rust

alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

amazonqa

Evidence-based QA system for community question answering.

atol

package for ATOL: Automatic Topologically-Oriented Learning

awesome-rlhf

A curated list of resources dedicated to Reinforcement Learning from Human Feedback (RLHF).

beetles-tda

Python code for corresponding blog post on Towards Data Science

big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

blog

Irregular posts on machine learning, physics, and topology

chatgpt-failures

Failure archive for ChatGPT and similar models

chatty-lms

A Hugging Face Space to compare various dialogue-prompted language models

codegeex

CodeGeeX: A Multilingual Code Generative Model

course

The Hugging Face course

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas

datasets-tagging

A Streamlit app to add structured tags to the datasets

deepcode

Machine learning on source code for the Rocket platform

distilabel

⚗️ AI Feedback framework for scalable LLM alignment

dl4phys

Deep learning for particle physicists

dslectures

Course materials for introductory data science

easyllm

fastai

The fastai deep learning library, plus lessons and tutorials

fastbook

The fastai book, published as Jupyter Notebooks

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

fastdoc

Create publication-quality books from Jupyter notebooks

fastformers

FastFormers - highly efficient transformer models for NLU

flan

following-instructions-human-feedback

fri-ml

Notebooks and materials for the Fribourg Machine Learning Meetup

gem-benchmark.github.io

gem-metrics

Automatic metrics for GEM tasks