MKhalusova

transformers

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

Web-Dev-For-Beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer

tuning_playbook

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

LLMs-from-scratch

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

recommenders

Best Practices on Recommendation Systems

llamafile

Distribute and run LLMs with a single file.

ml-engineering

Machine Learning Engineering Open Book

TTS

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

Transformers-Tutorials

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

unstructured

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

axolotl

Go ahead and axolotl questions

alignment-handbook

Robust recipes to align language models with human and AI preferences

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

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

cookbook

Open-source AI cookbook

kotlindl

High-level Deep Learning Framework written in Kotlin and inspired by Keras

WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

awesome-local-ai

An awesome repository of local AI tools

rerankers

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

viberary

Good books, good vibes

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

actions-comment-pull-request

GitHub action to comment pull request

audio-transformers-course

The Hugging Face Course on Transformers for Audio

ollama-reply

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

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

Advanced_RAG

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

dspy-gradio-rag

RAG example using DSPy, Gradio, FastAPI

genai-workshop

hugging-face-qa-bot

Open source Hugging Face Question Answering Bot to aid users in developing and troubleshooting ML solutions.

KotlinDL-Demo