### What this PR does / why we need it? Currently, MTP Model in deepseek can not be capture in ACLGraph. This PR is use to allow MTP to be captured in ACLGraph mode. ### Does this PR introduce _any_ user-facing change? ### How was this patch tested? - vLLM version: v0.11.0rc3 - vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.0 Signed-off-by: anon189Ty <Stari_Falcon@outlook.com>