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# GPU

vLLM-Omni is a Python library that supports the following GPU variants. The library itself mainly contains python implementations for framework and models.

## Requirements

- OS: Linux
- Python: 3.12

!!! note
    vLLM-Omni is currently not natively supported on Windows.

=== "NVIDIA CUDA"

    --8<-- "docs/getting_started/installation/gpu/cuda.inc.md:requirements"

=== "AMD ROCm"

    --8<-- "docs/getting_started/installation/gpu/rocm.inc.md:requirements"

## Set up using Python

### Create a new Python environment

--8<-- "docs/getting_started/installation/python_env_setup.inc.md"

### Pre-built wheels

=== "NVIDIA CUDA"

    --8<-- "docs/getting_started/installation/gpu/cuda.inc.md:pre-built-wheels"


=== "AMD ROCm"

    --8<-- "docs/getting_started/installation/gpu/rocm.inc.md:pre-built-wheels"

[](){ #build-from-source }

### Build wheel from source

=== "NVIDIA CUDA"

    --8<-- "docs/getting_started/installation/gpu/cuda.inc.md:build-wheel-from-source"

=== "AMD ROCm"

    --8<-- "docs/getting_started/installation/gpu/rocm.inc.md:build-wheel-from-source"

## Set up using Docker

### Pre-built images

=== "NVIDIA CUDA"

    --8<-- "docs/getting_started/installation/gpu/cuda.inc.md:pre-built-images"

=== "AMD ROCm"

    --8<-- "docs/getting_started/installation/gpu/rocm.inc.md:pre-built-images"

### Build your own docker image

=== "AMD ROCm"

    --8<-- "docs/getting_started/installation/gpu/rocm.inc.md:build-docker"