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### What this PR does / why we need it? This PR adds the first aisbench case for nightly test, it lays a foundation for following performance and accuracy tests in nightly test. ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? By running the test - vLLM version: v0.11.0rc3 - vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0 Signed-off-by: Yikun Jiang <yikunkero@gmail.com> Co-authored-by: jiangyunfan1 <jiangyunfan1@h-partners.com>