Upgrade vllm to 0.11.0 and set vllm_aysnc_service.py as the default handler

[ksuma2109]

Description

Brief description of what this PR is about

• If this change is a backward incompatible change, why must this change be made?
• Interesting edge cases to note here

Type of change

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• Bug fix (non-breaking change which fixes an issue)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• New feature (non-breaking change which adds functionality)
• This change requires a documentation update

Checklist:

• Please add the link of Integration Tests Executor run with related tests.
• Have you manually built the docker image and verify the change?
• Have you run related tests? Check how to set up the test environment here; One example would be pytest tests.py -k "TestCorrectnessLmiDist" -m "lmi_dist"
• Have you added tests that prove your fix is effective or that this feature works?
• Has code been commented, particularly in hard-to-understand areas?
• Have you made corresponding changes to the documentation?

Feature/Issue validation/testing

Please describe the Unit or Integration tests that you ran to verify your changes and relevant result summary. Provide instructions so it can be reproduced.
Please also list any relevant details for your test configuration.

• Test A
  Logs for Test A

• Test B
  Logs for Test B

[Lokiiiiii]

We need to fix the wheel name to be consistent with the OSS vllm version. This is confusing.

[xyang16]

This is nightly wheel from vllm. Not from us. We will move to 0.11.1 wheel once it's released.

[Lokiiiiii]

Let's add some tests for the new models supported in vLLM 0.11, atleast Qwen3-VL and Qwen3-Next