Hands-on tutorials on fine-tuning various LLMs using different fine-tuning techniques

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

🏅 Collection of Kaggle Solutions and Ideas 🏅

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

The Open Source Feature Store for Machine Learning

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

Hands on Applications with GPT and other Large Language Models

Open-source end-to-end LLM Development Platform

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

This repository will contain the presentation and python jupyter notebooks for the DataHack Summit 2024 conference talk, Improving Real-world Retrieval Augmented Generation Systems, focusing on the…

LLM Finetuning with peft

🙌 OpenHands: Code Less, Make More

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry thr…

This repository will contain all the presentations, content, hands-on notebooks for a full day Generative AI workshop on Training, Fine-tuning Large Language Models for the DataHack Summit 2024 con…

Analytics & Machine Learning R Sidekick

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

A modular graph-based Retrieval-Augmented Generation (RAG) system

Mastering NLP from Foundations to LLMs, Published by Packt

Curated list of data science interview questions and answers

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

This repository is my platform to learn, experiment, and innovate with LLMs. Here I try to dive in and discover diverse applications, research experiments, and projects fueled by the power of langu…

A collection of the most important Github repos for ML, AI & Data science practitioners

LLM Engineering CrashCourse

Notebooks for Large Language Models (LLMs) Specialization