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[Documentation][AMD] Add information about prebuilt ROCm vLLM docker for perf validation purpose (#12281)

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Signed-off-by: Hongxia Yang <hongxyan@amd.com>
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Hongxia Yang 2025-01-21 18:49:22 -05:00 committed by GitHub
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docs/source/getting_started/installation/gpu/rocm.inc.md
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@ -13,6 +13,14 @@ vLLM supports AMD GPUs with ROCm 6.2.
Currently, there are no pre-built ROCm wheels.
However, the [AMD Infinity hub for vLLM](https://hub.docker.com/r/rocm/vllm/tags) offers a prebuilt, optimized
docker image designed for validating inference performance on the AMD Instinct™ MI300X accelerator.
```{tip}
Please check [LLM inference performance validation on AMD Instinct MI300X](https://rocm.docs.amd.com/en/latest/how-to/performance-validation/mi300x/vllm-benchmark.html)
for instructions on how to use this prebuilt docker image.
```
### Build wheel from source
0. Install prerequisites (skip if you are already in an environment/docker with the following installed):