### What this PR does / why we need it? Earlier we fixed a similar issue for qwen2.5-vl 【 https://github.com/vllm-project/vllm-ascend/issues/4430 】, and then the multimodal models in vllm v0.11.0 should all have this problem. Here, we have specifically proposed a fix for qwen3-vl-moe. --------- Signed-off-by: Levi-JQ <yujinqi2@huawei.com> Co-authored-by: Levi-JQ <yujinqi2@huawei.com>