A simple tutorial of Variational AutoEncoders with Pytorch

Flash Attention in ~100 lines of CUDA (forward pass only)

Speech To Speech: an effort for an open-sourced and modular GPT4-o

Low-bit LLM inference on CPU with lookup table

A simple, easy-to-hack GraphRAG implementation

Nightly release of ControlNet 1.1

12 Weeks, 24 Lessons, AI for All!

A plugin for Jupyter Notebook to run CUDA C/C++ code

An ML Systems Onboarding list

Apple G13 GPU architecture docs and tools

[CVPR 2024 Highlight] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models".

flash attention tutorial written in python, triton, cuda, cutlass

LoRA (Low-Rank Adaptation) inspector for Stable Diffusion

QLoRA: Efficient Finetuning of Quantized LLMs

Metal Guide

Generative Models by Stability AI

A simplified POC implementation of a RAG-based virtual assistant

Stable Diffusion web UI

List of papers related to neural network quantization in recent AI conferences and journals.

You like pytorch? You like micrograd? You love tinygrad! ❤️

Everything we actually know about the Apple Neural Engine (ANE)

MLX: An array framework for Apple silicon

List of Tech Company OAs. Save your time from finding them all over the internet.

LLM training in simple, raw C/CUDA

算法竞赛模板库 by 灵茶山艾府 💭💡🎈

Apple GPU microarchitecture

Distribute and run LLMs with a single file.