[Rebase] Align vLLM-Omni with vLLM v0.31.0 (#8459)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
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# Installation
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!!! important
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vLLM-Omni is released against the matching upstream vLLM major/minor version. The vLLM-Omni 0.30.x release line uses vLLM 0.30.x; the source-install instructions pin vLLM 0.30.0.
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vLLM-Omni is released against the matching upstream vLLM major/minor version. This source checkout targets vLLM 0.31.0. The published vLLM-Omni 0.30.0 wheel instructions use vLLM 0.30.0; choose the installation path that matches your Omni revision.
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vLLM-Omni supports the following hardware platforms:
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