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ROCm Software for Radeon and Ryzen Version List

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Use ROCm on Radeon and Ryzen

Prerequisites

Radeon Prerequisites
Ryzen Prerequisites

ROCm on Radeon How to guide

Radeon on Linux
Radeon on Windows
- Install PyTorch for Radeon GPUs
- Install HIP SDK for Radeon GPUs
Radeon on WSL

ROCm on Ryzen How to guide

Ryzen on Linux
Ryzen on Windows
- Install PyTorch for Ryzen
- Install HIP SDK for Ryzen
Ryzen on WSL

Usecases

Radeon Usecases
- Linux
  - LLM
    
    vLLM Docker image for Llama2 and Llama3
    
    GEMM tuning for model inferencing with vLLM
    
    Install Huggingface transformers
    
    Llama.cpp pre-built binaries
  - ComfyUI
    
    Install ComfyUI and MIGraphX extension
- Windows
  - LLM
    
    Install Huggingface transformers
    
    Llama.cpp pre-built binaries
  - ComfyUI
    
    Install ComfyUI
Ryzen Usecases
- Linux
  - LLM
    
    vLLM Docker image
    
    Install Huggingface Transformers
    
    Llama.cpp pre-built binaries
  - ComfyUI
    
    Install ComfyUI
- Windows
  - LLM
    
    Install Huggingface Transformers
    
    Llama.cpp pre-built binaries
  - ComfyUI
    
    Install ComfyUI

Compatibility matrices

Radeon Compatibility matrix
- Linux Compatibility
- Windows Compatibility
Ryzen Compatibility matrix
- Linux Compatibility
- Windows Compatibility

Limitations

Radeon Limitations and recommended settings
Ryzen Limitations and recommended settings

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