302 lines
4.2 KiB
Markdown
Raw Normal View History

# GPU
vLLM is a Python library that supports the following GPU variants. Select your GPU type to see vendor specific instructions:
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:selected:
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "# Installation"
:end-before: "## Requirements"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "# Installation"
:end-before: "## Requirements"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "# Installation"
:end-before: "## Requirements"
:::
::::
:::::
## Requirements
- OS: Linux
- Python: 3.9 -- 3.12
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "## Requirements"
:end-before: "## Set up using Python"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "## Requirements"
:end-before: "## Set up using Python"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "## Requirements"
:end-before: "## Set up using Python"
:::
::::
:::::
## Set up using Python
### Create a new Python environment
:::{include} python_env_setup.inc.md
:::
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "## Create a new Python environment"
:end-before: "### Pre-built wheels"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
There is no extra information on creating a new Python environment for this device.
::::
::::{tab-item} Intel XPU
:sync: xpu
There is no extra information on creating a new Python environment for this device.
::::
:::::
### Pre-built wheels
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "### Pre-built wheels"
:end-before: "### Build wheel from source"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "### Pre-built wheels"
:end-before: "### Build wheel from source"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "### Pre-built wheels"
:end-before: "### Build wheel from source"
:::
::::
:::::
(build-from-source)=
### Build wheel from source
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "### Build wheel from source"
:end-before: "## Set up using Docker"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "### Build wheel from source"
:end-before: "## Set up using Docker"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "### Build wheel from source"
:end-before: "## Set up using Docker"
:::
::::
:::::
## Set up using Docker
### Pre-built images
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "### Pre-built images"
:end-before: "### Build image from source"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "### Pre-built images"
:end-before: "### Build image from source"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "### Pre-built images"
:end-before: "### Build image from source"
:::
::::
:::::
### Build image from source
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "### Build image from source"
:end-before: "## Supported features"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "### Build image from source"
:end-before: "## Supported features"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "### Build image from source"
:end-before: "## Supported features"
:::
::::
:::::
## Supported features
:::::{tab-set}
:sync-group: device
::::{tab-item} NVIDIA CUDA
:sync: cuda
:::{include} gpu/cuda.inc.md
:start-after: "## Supported features"
:::
::::
::::{tab-item} AMD ROCm
:sync: rocm
:::{include} gpu/rocm.inc.md
:start-after: "## Supported features"
:::
::::
::::{tab-item} Intel XPU
:sync: xpu
:::{include} gpu/xpu.inc.md
:start-after: "## Supported features"
:::
::::
:::::