Async RL Training at Scale

The simplest, fastest repository for training/finetuning medium-sized GPTs.

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

Python Module Dependency graphs

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Our library for RL environments + evals

Training an LLM to use a calculator with multi-turn reinforcement learning, achieving a **62% absolute increase in evaluation accuracy**.

This repo contains the Hugging Face Deep Reinforcement Learning Course.

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.

Whisper realtime streaming for long speech-to-text transcription and translation

experiments with inference on llama

An interactive dashboard to display Formula 1 data and statistics

A dataset focused on summarization of dialogs, which represents the rich domain of Twitter customer care conversations

A tool for generating .pex (Python EXecutable) files, lock files and venvs.

Simple transformer implementation from scratch in pytorch. (archival, latest version on codeberg)

I will build Transformer from scratch

nannyml: post-deployment data science in python

🌊 Online machine learning in Python

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

Spell checking pre-commit Git hook.

Uplift modeling and causal inference with machine learning algorithms

Imputation of missing values in tables.

Python API for Deequ

Distributed Asynchronous Hyperparameter Optimization in Python