fgbelidji

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

langchain

🦜🔗 Build context-aware reasoning applications

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

flash-attention

Fast and memory-efficient exact attention

ml-engineering

Machine Learning Engineering Open Book

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

trl

Train transformer language models with reinforcement learning.

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

text-generation-inference

Large Language Model Text Generation Inference

starcoder

Home of StarCoder: fine-tuning & inference!

langchain-tutorials

Overview and tutorial of the LangChain Library

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

AI_Curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

cookbook

Open-source AI cookbook

question_generation

Neural question generation using transformers

transformers-bloom-inference

Fast Inference Solutions for BLOOM

lighteval

LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.

clipper.js

HTML to Markdown converter and crawler.

LLM-Augmenter

cartography

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

optimum-transformers

Accelerated NLP pipelines for fast inference on CPU and GPU. Built with Transformers, Optimum and ONNX Runtime.

agent_reasoning_benchmark

🔧 Compare how Agent systems perform on several benchmarks. 📊🚀

skfin

Machine learning for portfolio management and trading with scikit-learn

azureml-pipelines

Example pipelines using AzureML SDKv1. 👷‍♀️ WIP