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vllm/docs/getting_started/installation/gpu.md

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GPU

vLLM is a Python library that supports the following GPU variants. Select your GPU type to see vendor specific instructions:

=== "NVIDIA CUDA"

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

=== "AMD ROCm"

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

=== "Intel XPU"

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

Requirements

  • OS: Linux
  • Python: 3.9 -- 3.12

!!! note vLLM does not support Windows natively. To run vLLM on Windows, you can use the Windows Subsystem for Linux (WSL) with a compatible Linux distribution, or use some community-maintained forks, e.g. https://github.com/SystemPanic/vllm-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"

=== "Intel XPU"

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

Set up using Python

Create a new Python environment

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

=== "NVIDIA CUDA"

--8<-- "docs/getting_started/installation/gpu/cuda.inc.md:set-up-using-python"

=== "AMD ROCm"

There is no extra information on creating a new Python environment for this device.

=== "Intel XPU"

There is no extra information on creating a new Python environment for this device.

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"

=== "Intel XPU"

--8<-- "docs/getting_started/installation/gpu/xpu.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"

=== "Intel XPU"

--8<-- "docs/getting_started/installation/gpu/xpu.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"

=== "Intel XPU"

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

Build image from source

=== "NVIDIA CUDA"

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

=== "AMD ROCm"

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

=== "Intel XPU"

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

Supported features

=== "NVIDIA CUDA"

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

=== "AMD ROCm"

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

=== "Intel XPU"

--8<-- "docs/getting_started/installation/gpu/xpu.inc.md:supported-features"