[main2main] upgrade vllm to 0308 (#7213)

### What this PR does / why we need it?
Update main2main to vllm 0308.
breaks:

* https://github.com/vllm-project/vllm/pull/30681
* https://github.com/vllm-project/vllm/pull/35552 remove
self.cudagraph_batch_sizes
* https://github.com/vllm-project/vllm/pull/35158 clear_metadata ->
defer_finalize
* https://github.com/vllm-project/vllm/pull/36006 remove
CacheConfig.cpu_offload_gb
* https://github.com/vllm-project/vllm/pull/35472
* https://github.com/vllm-project/vllm/pull/34552 attn_metadata_builder
* https://github.com/vllm-project/vllm/pull/30515 profile_seq_lens
* https://github.com/vllm-project/vllm/pull/28053 

- vLLM version: v0.16.0
- vLLM main:
4034c3d32e

---------

Signed-off-by: MrZ20 <2609716663@qq.com>
Signed-off-by: menogrey <1299267905@qq.com>
Co-authored-by: MrZ20 <2609716663@qq.com>

.github/workflows/_e2e_test.yaml

@@ -110,7 +110,7 @@ jobs:
 
       - name: Upload timing data
         uses: actions/upload-artifact@v4
-        if: ${{ inputs.continue_on_error == true }}
+        if: ${{ inputs.continue_on_error == true && github.event_name != 'pull_request' }}
         with:
           name: timing-data-singlecard-light-part${{ matrix.part }}
           path: test_timing_data.json
@@ -200,7 +200,7 @@ jobs:
 
       - name: Upload timing data
         uses: actions/upload-artifact@v4
-        if: ${{ inputs.continue_on_error == true }}
+        if: ${{ inputs.continue_on_error == true && github.event_name != 'pull_request' }}
         with:
           name: timing-data-singlecard-full-part${{ matrix.part }}
           path: test_timing_data.json
@@ -289,7 +289,7 @@ jobs:
 
       - name: Upload timing data
         uses: actions/upload-artifact@v4
-        if: ${{ inputs.continue_on_error == true }}
+        if: ${{ inputs.continue_on_error == true && github.event_name != 'pull_request' }}
         with:
           name: timing-data-2card-light-part${{ matrix.part }}
           path: test_timing_data.json
@@ -378,7 +378,7 @@ jobs:
 
       - name: Upload timing data
         uses: actions/upload-artifact@v4
-        if: ${{ inputs.continue_on_error == true }}
+        if: ${{ inputs.continue_on_error == true && github.event_name != 'pull_request' }}
         with:
           name: timing-data-2card-full-part${{ matrix.part }}
           path: test_timing_data.json
@@ -475,7 +475,7 @@ jobs:
 
       - name: Upload timing data
         uses: actions/upload-artifact@v4
-        if: ${{ inputs.continue_on_error == true }}
+        if: ${{ inputs.continue_on_error == true && github.event_name != 'pull_request' }}
         with:
           name: timing-data-4card-full-part${{ matrix.part }}
           path: test_timing_data.json

.github/workflows/bot_pr_create.yaml

@@ -37,7 +37,7 @@ jobs:
     steps:
       - name: Get vLLM version
         run: |
-          VLLM_COMMIT=4034c3d32e30d01639459edd3ab486f56993876d
+          VLLM_COMMIT=4497431df654e46fb1fb5e64bf8611e762ae5d87
           echo "VLLM_COMMIT=https://github.com/vllm-project/vllm/commit/$VLLM_COMMIT" >> "$GITHUB_ENV"
 
       - name: Checkout repository

.github/workflows/dockerfiles/Dockerfile.lint

@@ -27,7 +27,7 @@ RUN apt-get update -y && \
 
 ARG VLLM_REPO=https://github.com/vllm-project/vllm.git
 # For lint purpose, actually we need make a main2main matching.
-ARG VLLM_COMMIT=4034c3d32e30d01639459edd3ab486f56993876d
+ARG VLLM_COMMIT=4497431df654e46fb1fb5e64bf8611e762ae5d87
 RUN git clone $VLLM_REPO /vllm-workspace/vllm && \
     cd /vllm-workspace/vllm && \
     git checkout $VLLM_COMMIT

.github/workflows/pr_test_full.yaml

@@ -75,7 +75,7 @@ jobs:
     name: e2e-full
     strategy:
       matrix:
-        vllm_version: [4034c3d32e30d01639459edd3ab486f56993876d, v0.17.0]
+        vllm_version: [4497431df654e46fb1fb5e64bf8611e762ae5d87, v0.17.0]
     needs: [changes]
     if: ${{ needs.changes.outputs.e2e_tracker == 'true' || needs.changes.outputs.e2e_tracker == true }}
     uses: ./.github/workflows/_e2e_test.yaml

.github/workflows/pr_test_light.yaml

@@ -41,7 +41,7 @@ jobs:
   lint:
     uses: ./.github/workflows/_pre_commit.yml
     with:
-      vllm: 4034c3d32e30d01639459edd3ab486f56993876d
+      vllm: 4497431df654e46fb1fb5e64bf8611e762ae5d87
   changes:
     runs-on: linux-aarch64-a2b3-0
     outputs:
@@ -90,7 +90,7 @@ jobs:
     if: ${{ needs.lint.result == 'success' && (needs.changes.outputs.e2e_tracker == 'true' || needs.changes.outputs.ut_tracker == 'true') }}
     strategy:
       matrix:
-        vllm_version: [4034c3d32e30d01639459edd3ab486f56993876d, v0.17.0]
+        vllm_version: [4497431df654e46fb1fb5e64bf8611e762ae5d87, v0.17.0]
     uses: ./.github/workflows/_unit_test.yaml
     with:
       vllm: ${{ matrix.vllm_version }}
@@ -102,7 +102,7 @@ jobs:
     name: e2e-light
     strategy:
       matrix:
-        vllm_version: [4034c3d32e30d01639459edd3ab486f56993876d, v0.17.0]
+        vllm_version: [4497431df654e46fb1fb5e64bf8611e762ae5d87, v0.17.0]
     # 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/schedule_codecov_refresh.yaml

@@ -33,7 +33,7 @@ jobs:
     name: refresh codecov
     strategy:
       matrix:
-        vllm_version: [4034c3d32e30d01639459edd3ab486f56993876d]
+        vllm_version: [4497431df654e46fb1fb5e64bf8611e762ae5d87]
     uses: ./.github/workflows/_unit_test.yaml
     with:
       vllm: ${{ matrix.vllm_version }}