morgangiraud

llm.c

LLM training in simple, raw C/CUDA

professional-programming

A collection of learning resources for curious software engineers

lectures

Material for cuda-mode lectures

unsloth

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

ml-engineering

Machine Learning Engineering Open Book

resource-stream

CUDA related news and material links

cudacanvas

Python Module for PyTorch Tensor Visualisation in CUDA Eliminating CPU Transfer

llamafile

Distribute and run LLMs with a single file.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

alignment-handbook

Robust recipes to align language models with human and AI preferences

triton

Development repository for the Triton language and compiler

VkFFT

Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library

morgangiraud.github.io

Homepage of my Github website

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

mctx

Monte Carlo tree search in JAX

tuning_playbook

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

nanoGPT

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

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

InvokeAI

InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

QDax

Accelerated Quality-Diversity

evojax

leniax

Leniax is a search and rendering engine for Lenia.

morphogenesis-resources

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

lenia.world

Lenia NFT official website + solidity smart contract

gpu.js

GPU Accelerated JavaScript

pyribs

A bare-bones Python library for quality diversity optimization.

Hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups