The Prodigy optimizer and its variants for training neural networks.

A native PyTorch Library for large model training

PyTorch tutorials.

NPU/GPU peak FLOPs benchmark

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Material for gpu-mode lectures

Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

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

A high-throughput and memory-efficient inference and serving engine for LLMs

stable diffusion webui colab

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Materials for the Hugging Face Diffusion Models Course