### What this PR does / why we need it? Fix Qwen2.5-Omni-7B accuarcy test issue:https://github.com/vllm-project/vllm-ascend/issues/4480 Depends on : https://github.com/vllm-project/vllm-ascend/pull/4534 - vLLM version: v0.11.2 - vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.2 Signed-off-by: hfadzxy <starmoon_zhang@163.com>