Learn how to crawl your website and build a Q/A bot with the OpenAI API

A collection of benchmarks and datasets for evaluating LLM.

LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

A tool for evaluating LLMs

Get up and running with Llama 3, Mistral, Gemma, and other large language models.

An educational resource to help anyone learn deep reinforcement learning.

LLM training in simple, raw C/CUDA

Sample code and notebooks for Generative AI on Google Cloud

This repository contains everything you need to become proficient in ML/AI Research and Research Papers

Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Inference Llama 2 in one file of pure C

Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.

DoubleML - Double Machine Learning in Python

Turns Data and AI algorithms into production-ready web applications in no time.

MLX: An array framework for Apple silicon

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

Generative Models by Stability AI

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

Understanding Deep Learning book notebooks

Absolute minimalistic implementation of a GPT-like transformer using only numpy (<650 lines).

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

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

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

AI tool to build charts based on text input

A school for camelids

Examples and guides for using the OpenAI API

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