AMD GPU Workshops

Welcome to the AMD GPU Workshops repository! This repository hosts multiple workshops and tutorials focused on deploying and utilizing powerful AI models leveraging AMD GPUs. Here you'll find comprehensive materials, including Jupyter notebooks, demonstration assets, and clear instructions to guide your learning and development experience.

Workshops Available

Workshop Title	Description	Notebook Link
DeepSeek-R1 Deployment with AMD GPUs	Deploying DeepSeek-R1 using vLLM, Open WebUI, and CodeGPT	deepseekr1_vllm.ipynb

(More workshops will be added soon!)

Repository Structure

.
└── notebooks
    ├── assets
    │   ├── codegpt.gif
    │   ├── dinner_webagent.gif
    │   ├── hf_webagent.gif
    │   ├── openwebui.gif
    │   ├── pacman.gif
    │   ├── snake.gif
    │   └── webui_example.gif
    └── deepseekr1_vllm.ipynb

Getting Started

Prerequisites

• Access to AMD GPUs (Developer access, Enterprise partners)
• Docker installed and configured
• Python and necessary Python packages (details provided in each notebook)

Quick Start

Clone this repository:

git clone [email protected]:Mahdi-CV/amd-gpu-workshops.git
cd notebooks

Select the workshop you'd like to explore and follow the instructions provided in the corresponding Jupyter notebook.

Use the provided GIF assets in the assets directory for visual guidance and examples.

Contributing

We welcome contributions, suggestions, and issue reports! Please submit a pull request or create an issue to discuss improvements or report bugs.

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Enjoy the workshops, and happy coding!