aewens

LLMs-from-scratch

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

unsloth

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

FriendsDontLetFriends

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

krita-ai-diffusion

Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.

narrator

David Attenborough narrates your life

distil-whisper

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

OnnxStream

Lightweight inference library for ONNX files, written in C++. It can run SDXL on a RPI Zero 2 but also Mistral 7B on desktops and servers.

magentic

Seamlessly integrate LLMs as Python functions

llama2.c

Llama 2 Everywhere (L2E)

local-ai-stack

A starter kit to build *local-only* AI apps that cost $0 to run -- starting with document Q&A. Written in Javascript

fastsdcpu

Fast stable diffusion on CPU

pypipe

Python pipe command line tool

visual_anagrams

Code for the paper "Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models"

fine-tune-mistral

Fine-tune mistral-7B on 3090s, a100s, h100s

chatgpt-history-export-to-md

A script to effortlessly extract your entire ChatGPT data export from JSON files to nicely-formatted markdown files.

models

Intel® AI Reference Models: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors and Intel® Data Center GPUs

milliForth

A FORTH in 340 bytes — the smallest real programming language ever as of yet.

LLM_AppDev-HandsOn

Repository and hands-on workshop on how to develop applications with local LLMs

neural-cherche

Neural Search

lone

The standalone Linux Lisp

QUIK

Repository for the QUIK project, enabling the use of 4bit kernels for generative inference

knight

My entry for 2023's js13k competition

intertwingled

A collection of videos to showcase the magic alchemy of computation.

jsonlines

Documentation for the JSON Lines text file format

DungeonsAndDirectories

A text adventure that you play in your file browser

sedutil

SEDutil: For Intel and AMD Ryzen Systems

mnist_1_pt_2

1.2% test error on MNIST using only least squares and numpy calls.

robocoder-server

LC-3-Programs

Simple assembly programs for the Little Computer 3 (LC-3) simulator.