[Hybrid KV] Follow up UniformTypeKVCacheSpecs (#3070)

### What this PR does / why we need it?
Follow up `UniformTypeKVCacheSpecs` changes introduced by
https://github.com/vllm-project/vllm/pull/25101, which support different
hidden size in uniform type kvcache specs

This also fix the CI issue about `TypeError: AttentionGroup.__init__()
missing 1 required positional argument: 'kv_cache_spec'`

### Does this PR introduce _any_ user-facing change?
N/A

### How was this patch tested?
Tests passed with exsiting e2e tests.

- vLLM version: v0.10.2
- vLLM main:
c60e6137f0

---------

Signed-off-by: MengqingCao <cmq0113@163.com>

.github/workflows/format_pr_body.yaml

@@ -36,7 +36,7 @@ jobs:
 
       - name: Get vLLM version
         run: |
-          VLLM_COMMIT=c60e6137f0bf2034853919b3a9d705d7e06b93cf
+          VLLM_COMMIT=9607d5eb449711b349d4c2bee0a9c94afcc7ed14
           echo "VLLM_COMMIT=https://github.com/vllm-project/vllm/commit/$VLLM_COMMIT" >> $GITHUB_ENV
 
       - name: Checkout repository

.github/workflows/vllm_ascend_test.yaml

@@ -42,7 +42,7 @@ jobs:
   lint:
     uses: ./.github/workflows/pre-commit.yml
     with:
-      vllm: c60e6137f0bf2034853919b3a9d705d7e06b93cf
+      vllm: 9607d5eb449711b349d4c2bee0a9c94afcc7ed14
 
   changes:
     runs-on: ubuntu-latest
@@ -83,7 +83,7 @@ jobs:
         VLLM_USE_MODELSCOPE: True
     strategy:
       matrix:
-        vllm_version: [c60e6137f0bf2034853919b3a9d705d7e06b93cf, v0.10.2]
+        vllm_version: [9607d5eb449711b349d4c2bee0a9c94afcc7ed14, v0.10.2]
     steps:
       - name: Install packages
         run: |
@@ -138,7 +138,7 @@ jobs:
     name: e2e-light
     strategy:
       matrix:
-        vllm_version: [c60e6137f0bf2034853919b3a9d705d7e06b93cf, v0.10.2]
+        vllm_version: [9607d5eb449711b349d4c2bee0a9c94afcc7ed14, v0.10.2]
     # Note (yikun): If CI resource are limited we can split job into two chain jobs
     needs: [lint, changes]
     # only trigger e2e test after lint passed and the change is e2e related with pull request.

.github/workflows/vllm_ascend_test_full.yaml

@@ -68,7 +68,7 @@ jobs:
     name: e2e-full
     strategy:
       matrix:
-        vllm_version: [c60e6137f0bf2034853919b3a9d705d7e06b93cf, v0.10.2]
+        vllm_version: [9607d5eb449711b349d4c2bee0a9c94afcc7ed14, v0.10.2]
     needs: [changes]
     if: ${{ needs.changes.outputs.e2e_tracker == 'true' }}
     uses: ./.github/workflows/_e2e_test.yaml