MKhalusova

fastdata

late-chunking

Code for explaining and evaluating late chunking (chunked pooling)

llm-gateway

Gateway for secure & reliable communications with OpenAI and other LLM providers

llamafile

Distribute and run LLMs with a single file.

ollama-reply

open-source browser extension that leverages the power of the AI to generate engaging replies for social media growth.

Advanced_RAG

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

ml-engineering

Machine Learning Engineering Open Book

llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

axolotl

Go ahead and axolotl questions

rerankers

A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.

awesome-local-ai

An awesome repository of local AI tools

dspy-gradio-rag

RAG example using DSPy, Gradio, FastAPI

awesome-osml-for-devs

List of resources, libraries and more for developers who would like to build with open-source machine learning off-the-shelf

recommenders

Best Practices on Recommendation Systems

genai-workshop

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

cookbook

Open-source AI cookbook

alignment-handbook

Robust recipes to align language models with human and AI preferences

actions-comment-pull-request

GitHub action to comment pull request

computer-vision-course

This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord

hugging-face-qa-bot

QA Bot for Hugging Face documentation to accelerate development within the ecosystem.

viberary

Good books, good vibes

TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

tuning_playbook

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

transformers

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

audio-transformers-course

The Hugging Face Course on Transformers for Audio

Transformers-Tutorials

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

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList