Integrate the benchmark code into CI Job

[Jeffwan]

🚀 Feature Description and Motivation

We've seen many issues related to benchmark

• https://github.com/vllm-project/aibrix/issues/1040
• https://github.com/vllm-project/aibrix/issues/1029
• https://github.com/vllm-project/aibrix/issues/1028

Can we integrate the code to CI system to make sure the code can run successfully? This at least give some confidence.

We can start with sample app and here's an example https://github.com/vllm-project/aibrix/blob/main/.github/workflows/installation-tests.yml

Use Case

Improve the benchmark quality

Proposed Solution

No response