Add an argument to TpuPlatform.get_attn_backend_cls to adopt interfac…

[QiliangCui]

Description

Add an argument in get_attn_backend_cls to adopt the change in vllm-project/vllm#27938.

Fix lora test broken by https://github.com/vllm-project/vllm/pull/30253/files

FIXES: b/467049790

Tests

manually test:

VLLM_USE_V1=1 vllm serve Qwen/Qwen2.5-7B-Instruct \
 --seed 42 \
 --disable-log-requests \
 --max-num-seqs 128 \
 --max-num-batched-tokens 128 \
 --tensor-parallel-size 1 \
 --no-enable-prefix-caching \
 --download_dir /mnt/disks/persist \
 --max-model-len 64

before the change error about

TypeError: TpuPlatform.get_attn_backend_cls() takes 11 positional arguments but 12 were given

with the fix, vllm can start.

CIT

https://buildkite.com/tpu-commons/tpu-inference-ci/builds/6565

https://buildkite.com/tpu-commons/tpu-inference-ci/builds/6571

Checklist

Before submitting this PR, please make sure:

• I have performed a self-review of my code.
• I have necessary comments in my code, particularly in hard-to-understand areas.
• I have made or will make corresponding changes to any relevant documentation.

[github-actions]

Description

Start with a short description of what the PR does and how this is a change from
the past.

The rest of the description includes relevant details and context, examples:

• why is this change being made,
• the problem being solved and any relevant context,
• why this is a good solution,
• some information about the specific implementation,
• shortcomings of the solution and possible future improvements.

If the change fixes a bug or a Github issue, please include a link, e.g.,:
FIXES: b/123456
FIXES: #123456

Tests

Please describe how you tested this change, and include any instructions and/or
commands to reproduce.

Checklist

Before submitting this PR, please make sure:

• I have performed a self-review of my code.
• I have necessary comments in my code, particularly in hard-to-understand areas.
• I have made or will make corresponding changes to any relevant documentation.

[kyuyeunk]

Nit: rename this pr since it also includes fix for lora part as well.