Phil Butler's repositories
ao
torchao: PyTorch Architecture Optimization (AO). A repository to host AO techniques and performant kernels that work with PyTorch.
cuda-mode-lectures
Material for cuda-mode lectures
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
generative-models
Generative Models by Stability AI
GPU-Puzzles
Solve puzzles. Learn CUDA.
hello-mojo
first mojo program
llm.c
LLM training in simple, raw C/CUDA
massively-parallel
Aiming to be collection of resources, exercises, and experimentation related to parallel processing
PoliticalTweetTopics
Discovering which politicians are leaders or responders in conversations. Tweets by politicians were analyzed in Python over a 4 year span. To extract the top 3 topics for each candidate each month, tweets were grouped monthly using Pandas, LDA models were built for each month. The correlation of each topic was found with all others and is used to build a weighted graph in using NetworkX.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
swift-coreml-diffusers
Swift app demonstrating Core ML Stable Diffusion
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
tutorials
PyTorch tutorials.