Applications & models - Page 16

Applications & models - Page 16#

Explore the latest blogs about applications and models in the ROCm ecosystem, including machine learning frameworks, AI models, and application case studies.

June 28, 2024

Deep Learning Recommendation Models on AMD GPUs

Deep Learning Recommendation Model on AMD GPU

./artificial-intelligence/dlrm/README.html

June 28, 2024

Mamba on AMD GPUs with ROCm

Best practices of using Mamba on AMD GPUs with ROCm

./artificial-intelligence/mamba/README.html

June 27, 2024

Fine-tuning and Testing Cutting-Edge Speech Models using ROCm on AMD GPUs

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.

./artificial-intelligence/speech_models/README.html

June 04, 2024

Segment Anything with AMD GPUs

./artificial-intelligence/segment-anything/README.html

May 29, 2024

Unveiling performance insights with PyTorch Profiler on an AMD GPU

Unveiling Performance Insights with PyTorch Profiler on an AMD GPU

./artificial-intelligence/torch_profiler/README.html

May 23, 2024

Panoptic segmentation and instance segmentation with Detectron2 on AMD GPUs

Object Detection and Image Segmentation with Detectron2 on AMD GPU

./artificial-intelligence/detectron2/README.html

May 15, 2024

Accelerating Large Language Models with Flash Attention on AMD GPUs

./artificial-intelligence/flash-attention/README.html

May 01, 2024

Step-by-Step Guide to Use OpenLLM on AMD GPUs

OpenLLM is an open-source platform for deploying large language models, enabling cloud or on-premises use. In this blog we focus on using OpenLLM to start an LLM server leveraging the capabilities of AMD GPUs

./artificial-intelligence/openllm/README.html

May 01, 2024