Using Statistical Methods to Reliably Compare Algorithm Performance in Large Generative AI Models with JAX Profiler on AMD GPUs

Accelerate PyTorch Models using torch.compile on AMD GPUs with ROCm

DBRX Instruct on AMD GPUs

Accelerating models on ROCm using PyTorch TunableOp

A Guide to Implementing and Training Generative Pre-trained Transformers (GPT) in JAX on AMD GPUs

Deep Learning Recommendation Model on AMD GPU

Mamba on AMD GPUs with ROCm

This blog post demonstrates how to fine-tune and test three state-of-the-art machine learning Automatic Speech Recognition (ASR) models, running on AMD GPUs using ROCm.

Segment Anything with AMD GPUs

Unveiling Performance Insights with PyTorch Profiler on an AMD GPU

Object Detection and Image Segmentation with Detectron2 on AMD GPU

Accelerating Large Language Models with Flash Attention on AMD GPUs