### What this PR does / why we need it?
Fix the issue where the Mooncake connector does not handle the MTP layer
KV cache when TP is unbalanced.
backport: #8540
### Does this PR introduce _any_ user-facing change?
### How was this patch tested?
by nightly
Signed-off-by: liziyu <liziyu16@huawei.com>