[CI] Make accuarcy CI and report work (#1078)

### What this PR does / why we need it?
Make accuarcy CI and report work

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
Manaully review

Signed-off-by: hfadzxy <starmoon_zhang@163.com>

.github/workflows/accuracy_report.yaml

@@ -19,110 +19,184 @@ name: Accuracy Report
 on:
   workflow_dispatch:
     inputs:
-      branch:
+      vllm-ascend-branch:
-        description: 'choose a dev branch to pr'
+        description: 'vllm-ascend branch:'
         required: true
-      vllm-ascend-version:
+        type: choice
-        description: 'what vllm-ascend version to accuracy test?'
+        options:
+          - main
+          - v0.7.3-dev
+      models:  
+        description: 'models:'
         required: true
-        type: string
+        type: choice
+        options:
+          - all
+          - Qwen/Qwen2.5-7B-Instruct
+          - Qwen/Qwen2.5-VL-7B-Instruct
+          - Qwen/Qwen3-8B-Base
+        default: 'all'
+
 jobs:
-  download:
+  download_reports:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        model: ${{ fromJSON(
+          (github.event.inputs.models == 'all' &&
+            '["Qwen/Qwen2.5-7B-Instruct","Qwen/Qwen2.5-VL-7B-Instruct","Qwen/Qwen3-8B-Base"]') ||
+          (github.event.inputs.models == 'Qwen/Qwen2.5-7B-Instruct' &&
+            '["Qwen/Qwen2.5-7B-Instruct"]') ||
+          (github.event.inputs.models == 'Qwen/Qwen2.5-VL-7B-Instruct' &&
+            '["Qwen/Qwen2.5-VL-7B-Instruct"]') ||
+          (github.event.inputs.models == 'Qwen/Qwen3-8B-Base' &&
+            '["Qwen/Qwen3-8B-Base"]')
+         ) }}
+        
+        version: [0, 1]
+        exclude:
+          - model: 'Qwen/Qwen2.5-VL-7B-Instruct'
+            version: 1
+      fail-fast: false     
+
+    name: Download ${{ matrix.model }} V${{ matrix.version }}
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
         with:
-          ref: ${{ github.event.inputs.branch }}
+          ref: ${{ github.event.inputs.vllm-ascend-branch }}
 
-      - name: Debug List Artifacts
+      - name: Get base model name
-        run: gh api /repos/${{ github.repository }}/actions/artifacts
+        id: get_basename
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Query artifact run id for Qwen2.5-VL-7B-Instruct V0 latest artifact
-        id: get_Qwen2_5_VL_7B_Instruct_latest_run_id_V0
         run: |
-          ARTIFACT_JSON=$(gh api "repos/${{ github.repository }}/actions/artifacts")
+          model_base_name=$(basename "${{ matrix.model }}")
-          RUN_ID=$(echo "$ARTIFACT_JSON" | \
+          echo "model_base_name=$model_base_name" >> $GITHUB_OUTPUT
-            jq -r '[.artifacts[] | select(.name=="${{ github.event.inputs.vllm-ascend-version }}-Qwen2.5-VL-7B-Instruct-V0-report")] | sort_by(.created_at) | last | .workflow_run.id')
+        shell: bash
-          echo "runid=$RUN_ID" >> "$GITHUB_OUTPUT"
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Query artifact run id for Qwen2.5-7B-Instruct V0 latest artifact
+      - name: Query artifact run id
-        id: get_Qwen2_5_7B_Instruct_latest_run_id_V0
+        id: get_run_id
         run: |
-          ARTIFACT_JSON=$(gh api "repos/${{ github.repository }}/actions/artifacts")
+          ARTIFACT_PATTERN="${{ github.event.inputs.vllm-ascend-branch }}-${{ steps.get_basename.outputs.model_base_name }}-V${{ matrix.version }}-report"
+          echo "Querying artifacts with pattern: $ARTIFACT_PATTERN"
+          
+          ARTIFACT_JSON=$(gh api --paginate /repos/${{ github.repository }}/actions/artifacts || echo "{}")
+          
           RUN_ID=$(echo "$ARTIFACT_JSON" | \
-            jq -r '[.artifacts[] | select(.name=="${{ github.event.inputs.vllm-ascend-version }}-Qwen2.5-7B-Instruct-V0-report")] | sort_by(.created_at) | last | .workflow_run.id')
+            jq -s -r --arg pattern "$ARTIFACT_PATTERN" \
-          echo "runid=$RUN_ID" >> "$GITHUB_OUTPUT"
+            '[.[].artifacts[]] | map(select(.name | test($pattern))) | sort_by(.created_at) | last | .workflow_run.id // empty')
+          
+          if [ -z "$RUN_ID" ]; then
+            echo "::warning::No artifact found matching pattern $ARTIFACT_PATTERN. Skipping download."
+            echo "runid=" >> $GITHUB_OUTPUT
+          else
+            echo "Found matching artifact with run ID: $RUN_ID"
+            echo "runid=$RUN_ID" >> $GITHUB_OUTPUT
+          fi
         env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN  }}
 
-      - name: Query artifact run id for Qwen3-8B-Base V0 latest artifact
+      - name: Download Artifact
-        id: get_Qwen3_8B_Base_latest_run_id_V0
+        if: ${{ steps.get_run_id.outputs.runid != '' }}
-        run: |
-          ARTIFACT_JSON=$(gh api "repos/${{ github.repository }}/actions/artifacts")
-          RUN_ID=$(echo "$ARTIFACT_JSON" | \
-            jq -r '[.artifacts[] | select(.name=="${{ github.event.inputs.vllm-ascend-version }}-Qwen3-8B-Base-V0-report")] | sort_by(.created_at) | last | .workflow_run.id')
-          echo "runid=$RUN_ID" >> "$GITHUB_OUTPUT"
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-
-      - name: Download Qwen/Qwen2.5-VL-7B-Instruct V0 Artifact
         uses: actions/download-artifact@v4
         with:
-          name: ${{ github.event.inputs.vllm-ascend-version }}-Qwen2.5-VL-7B-Instruct-V0-report
+          name: ${{ github.event.inputs.vllm-ascend-branch }}-${{ steps.get_basename.outputs.model_base_name }}-V${{ matrix.version }}-report
-          path: ./docs/source/developer_guide/evaluation/accuracy_report
+          path: ./docs/source/developer_guide/evaluation/accuracy_report_bak
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ secrets.GITHUB_TOKEN  }}
-          repository: vllm-project/vllm-ascend
+          repository: ${{ github.repository }}
-          run-id: ${{ steps.get_Qwen2_5_VL_7B_Instruct_latest_run_id_V0.outputs.runid }}
+          run-id: ${{ steps.get_run_id.outputs.runid }}
+          
+      - name: Upload reports artifact
+        if: ${{ steps.get_run_id.outputs.runid != '' }}
+        uses: actions/upload-artifact@v4
+        with:
+          name: report-${{ steps.get_basename.outputs.model_base_name }}-v${{ matrix.version }}
+          path: ./docs/source/developer_guide/evaluation/accuracy_report_bak/*.md
+          retention-days: 90
 
-      - name: Download Qwen/Qwen2.5-7B-Instruct Artifact
+  create_pr:
+    runs-on: ubuntu-latest
+    needs: download_reports
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.vllm-ascend-branch }}
+
+      - name: Setup workspace
+        run: mkdir -p ./accuracy/accuracy_report
+
+      - name: Download only current run reports
         uses: actions/download-artifact@v4
         with:
-          name: ${{ github.event.inputs.vllm-ascend-version }}-Qwen2.5-7B-Instruct-V0-report
           path: ./docs/source/developer_guide/evaluation/accuracy_report
+          pattern: report-*
           github-token: ${{ secrets.GITHUB_TOKEN }}
-          repository: vllm-project/vllm-ascend
+          run-id: ${{ github.run_id }}
-          run-id: ${{ steps.get_Qwen2_5_7B_Instruct_latest_run_id_V0.outputs.runid }}
 
-      - name: Download Qwen/Qwen3-8B-Base Artifact
+      - name: Delete old report
-        uses: actions/download-artifact@v4
-        with:
-          name: ${{ github.event.inputs.vllm-ascend-version }}-Qwen3-8B-Base-V0-report
-          path: ./docs/source/developer_guide/evaluation/accuracy_report
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          repository: vllm-project/vllm-ascend
-          run-id: ${{ steps.get_Qwen3_8B_Base_latest_run_id_V0.outputs.runid }}
-
-      - name: Display Files
-        working-directory: ./docs/source/developer_guide/evaluation/accuracy_report
         run: |
-          cat ./Qwen2.5-VL-7B-Instruct.md
+          find ./docs/source/developer_guide/evaluation/accuracy_report -maxdepth 1 -type f -name '*.md' ! -name 'index.md' -delete
-          cat ./Qwen2.5-7B-Instruct.md
+          find ./docs/source/developer_guide/evaluation/accuracy_report -mindepth 2 -type f -name '*.md' -exec mv -f {} ./docs/source/developer_guide/evaluation/accuracy_report \;
-          cat ./Qwen3-8B-Base.md
+          find ./docs/source/developer_guide/evaluation/accuracy_report -mindepth 1 -type d -empty -delete
-      
+
-      - name: Create Pull Request for markdown update
+      - name: Generate step summary
+        if: ${{ always() }}
+        run: |
+          for report in ./docs/source/developer_guide/evaluation/accuracy_report/*.md; do
+            filename=$(basename "$report")
+            # skip index.md
+            if [ "$filename" = "index.md" ]; then
+              continue
+            fi
+
+            if [ -f "$report" ]; then
+              {
+                echo -e "\n\n---\n"
+                echo "## 📄 Report File: $(basename $report)"
+                cat "$report"
+              } >> "$GITHUB_STEP_SUMMARY"
+            fi
+          done
+
+      - name: Update accuracy_report/index.md
+        run: |
+          REPORT_DIR="./docs/source/developer_guide/evaluation/accuracy_report"
+          INDEX_MD="$REPORT_DIR/index.md"
+
+          {
+            echo "# Accuracy Report"
+            echo ""
+            echo "::: {toctree}"
+            echo ":caption: Accuracy Report"
+            echo ":maxdepth: 1"
+            
+            for report in "$REPORT_DIR"/*.md; do
+              filename="$(basename "$report" .md)"
+              if [ "$filename" != "index" ]; then
+                echo "$filename"
+              fi
+            done
+
+            echo ":::"
+          } > "$INDEX_MD"
+
+      - name: Create Pull Request
         uses: peter-evans/create-pull-request@v7
         with:
           token: ${{ secrets.PR_TOKEN }}
-          base: ${{ github.event.inputs.branch }}
+          base: ${{ github.event.inputs.vllm-ascend-branch }}
-          branch: auto-pr/accuracy-test
+          branch: auto-pr/accuracy-report
-          commit-message: "Update accuracy report for ${{ github.event.inputs.branch }}"
+          commit-message: "Update accuracy reports for ${{ github.event.inputs.vllm-ascend-branch }}"
           add-paths: ./docs/source/developer_guide/evaluation/accuracy_report/*.md
-          title: "[Doc]Update accuracy report for ${{ github.event.inputs.branch }}"
+          title: "[Doc] Update accuracy reports for ${{ github.event.inputs.vllm-ascend-branch }}"
           body: |
-            The accuracy results running on Ascend NPU have changed, I'm updating the report.
+            The accuracy results running on NPU Altlas A2 have changed, updating reports for:
-            Please review the changes.
+            ${{ 
-
+              github.event.inputs.models == 'all' 
+                && 'All models (Qwen2.5-7B-Instruct, Qwen2.5-VL-7B-Instruct, Qwen3-8B-Base)' 
+                || github.event.inputs.models 
+            }}
+            
             - [Workflow run][1]
-            - [Qwen2.5-7B-Instruct accuracy report][2]
+            
-            - [Qwen2.5-VL-7B-Instruct accuracy report][3]
+            [1]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
-            - [Qwen3-8B-Base accuracy report][4]
-
-            [1]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
-            [2]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ steps.get_Qwen2_5_7B_Instruct_latest_run_id_V0.outputs.runid }}
-            [3]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ steps.get_Qwen2_5_VL_7B_Instruct_latest_run_id_V0.outputs.runid }}
-            [4]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ steps.get_Qwen3_8B_Base_latest_run_id_V0.outputs.runid }}

.github/workflows/accuracy_test.yaml

@@ -96,7 +96,7 @@ jobs:
         #   - vl-accuracy-test: Qwen/Qwen2.5-VL-7B-Instruct
         model_name: ${{ fromJSON(
           (github.event.inputs.models == 'all' &&
-            '["Qwen/Qwen2.5-7B-Instruct","Qwen/Qwen2.5-VL-7B-Instruct","model_name":"Qwen/Qwen3-8B-Base"]') ||
+            '["Qwen/Qwen2.5-7B-Instruct","Qwen/Qwen2.5-VL-7B-Instruct","Qwen/Qwen3-8B-Base"]') ||
           (github.event.inputs.models == 'Qwen/Qwen2.5-7B-Instruct' &&
             '["Qwen/Qwen2.5-7B-Instruct"]') ||
           (github.event.inputs.models == 'Qwen/Qwen2.5-VL-7B-Instruct' &&
@@ -201,6 +201,7 @@ jobs:
             pip show torch | grep "Version:" | awk '{print "GHA_TORCH_VERSION="$2}'
             pip show torch_npu | grep "Version:" | awk '{print "GHA_TORCH_NPU_VERSION="$2}'
             pip show vllm | grep "Version:" | awk '{print "GHA_VLLM_VERSION="$2}' | sed 's/+.*//'
+            echo "GHA_VLLM_ASCEND_VERSION=${{ github.event.inputs.vllm-ascend-version || github.ref }}"
           } >> "$GITHUB_ENV"
       
       - name: Print versions
@@ -209,7 +210,7 @@ jobs:
           echo "Torch NPU: ${{ env.GHA_TORCH_NPU_VERSION }}"
           echo "Torch: ${{ env.GHA_TORCH_VERSION }}"
           echo "vLLM: ${{ env.GHA_VLLM_VERSION }}"
-          echo "vLLM Ascend: ${{ env.GHA_VLLM_ASCEND_VERSION || github.ref }}"
+          echo "vLLM Ascend: ${{ env.GHA_VLLM_ASCEND_VERSION }}"
 
       - name: Run Accuracy Test for V${{ matrix.vllm_use_version }}
         id: report
@@ -238,10 +239,16 @@ jobs:
         run: |
           cat ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md >> $GITHUB_STEP_SUMMARY
 
+      - name: Sanitize version string for artifact naming
+        run: |
+          SAFE_VLLM_ASCEND_VERSION="${GHA_VLLM_ASCEND_VERSION//\//-}"
+          echo "SAFE_VLLM_ASCEND_VERSION=$SAFE_VLLM_ASCEND_VERSION" >> "$GITHUB_ENV"
+
       - name: Upload Report for V${{ matrix.vllm_use_version }}
+        if: ${{ github.event_name == 'workflow_dispatch' }}
         uses: actions/upload-artifact@v4
         with:
-          name: "${{ env.GHA_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}-report"
+          name: "${{ env.SAFE_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}-report"
           path: ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md
           if-no-files-found: warn
           retention-days: 90

benchmarks/scripts/run_accuracy.py

@@ -26,7 +26,7 @@ from multiprocessing import Queue
 import lm_eval
 import torch
 
-UNIMODAL_MODEL_NAME = ["Qwen/Qwen2.5-7B-Instruct", "Qwen/Qwen3-8B"]
+UNIMODAL_MODEL_NAME = ["Qwen/Qwen2.5-7B-Instruct", "Qwen/Qwen3-8B-Base"]
 UNIMODAL_TASK = ["ceval-valid", "gsm8k"]
 MULTIMODAL_NAME = ["Qwen/Qwen2.5-VL-7B-Instruct"]
 MULTIMODAL_TASK = ["mmmu_val"]
@@ -36,17 +36,17 @@ batch_size_dict = {"ceval-valid": 1, "mmlu": 1, "gsm8k": "auto", "mmmu_val": 1}
 MODEL_RUN_INFO = {
     "Qwen/Qwen2.5-7B-Instruct":
     ("export MODEL_ARGS='pretrained={model}, max_model_len=4096,dtype=auto,tensor_parallel_size=2,gpu_memory_utilization=0.6'\n"
-     "lm_eval --model vllm --modlel_args $MODEL_ARGS --tasks {datasets} \ \n"
+     "lm_eval --model vllm --model_args $MODEL_ARGS --tasks {datasets} \ \n"
      "--apply_chat_template --fewshot_as_multiturn --num_fewshot 5 --batch_size 1"
      ),
     "Qwen/Qwen3-8B-Base":
     ("export MODEL_ARGS='pretrained={model}, max_model_len=4096,dtype=auto,tensor_parallel_size=2,gpu_memory_utilization=0.6'\n"
-     "lm_eval --model vllm --modlel_args $MODEL_ARGS --tasks {datasets} \ \n"
+     "lm_eval --model vllm --model_args $MODEL_ARGS --tasks {datasets} \ \n"
      "--apply_chat_template --fewshot_as_multiturn --num_fewshot 5 --batch_size 1"
      ),
     "Qwen/Qwen2.5-VL-7B-Instruct":
     ("export MODEL_ARGS='pretrained={model}, max_model_len=8192,dtype=auto,tensor_parallel_size=4,max_images=2'\n"
-     "lm_eval --model vllm-vlm --modlel_args $MODEL_ARGS --tasks {datasets} \ \n"
+     "lm_eval --model vllm-vlm --model_args $MODEL_ARGS --tasks {datasets} \ \n"
      "--apply_chat_template --fewshot_as_multiturn  --batch_size 1"),
 }
 

docs/source/developer_guide/evaluation/accuracy_report/index.md

@@ -0,0 +1,6 @@
+# Accuracy Report
+
+:::{toctree}
+:caption: Accuracy Report
+:maxdepth: 1
+:::

docs/source/developer_guide/evaluation/index.md

@@ -6,6 +6,7 @@
 using_lm_eval
 using_opencompass
 using_evalscope
+accuracy_report/index
 :::
 
 :::{toctree}