[accuracy test]Update cann version and huggingface-hub version for Qwen3 (#823)

### What this PR does / why we need it?
1.  update cann version to 8.1.0 for multimodal
2.  fix huggingface-hub version to adapt to qwen3
3.  change Qwen3-8B to Qwen-8B-Base,

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

Author: zhangxinyuehfad

.github/workflows/accuracy_report.yaml

@@ -70,12 +70,12 @@ jobs:
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Query artifact run id for Qwen3-8B V0 latest artifact
-        id: get_Qwen3_8B_latest_run_id_V0
+      - name: Query artifact run id for Qwen3-8B-Base V0 latest artifact
+        id: get_Qwen3_8B_Base_latest_run_id_V0
         run: |
           ARTIFACT_JSON=$(gh api "repos/${{ github.repository }}/actions/artifacts")
           RUN_ID=$(echo "$ARTIFACT_JSON" | \
-            jq -r '[.artifacts[] | select(.name=="${{ github.event.inputs.vllm-ascend-version }}-Qwen3-8B-V0-report")] | sort_by(.created_at) | last | .workflow_run.id')
+            jq -r '[.artifacts[] | select(.name=="${{ 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 }}
@@ -107,22 +107,22 @@ jobs:
           repository: vllm-project/vllm-ascend
           run-id: ${{ steps.get_Llama_3_1_8B_Instruct_latest_run_id_V0.outputs.runid }}
 
-      - name: Download Qwen/Qwen3-8B Artifact
+      - name: Download Qwen/Qwen3-8B-Base Artifact
         uses: actions/download-artifact@v4
         with:
-          name: ${{ github.event.inputs.vllm-ascend-version }}-Qwen3-8B-V0-report
+          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_latest_run_id_V0.outputs.runid }}
+          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
           cat ./Llama-3.1-8B-Instruct.md
           cat ./Qwen2.5-7B-Instruct.md
-          cat ./Qwen3-8B.md
+          cat ./Qwen3-8B-Base.md
       
       - name: Create Pull Request for markdown update
         uses: peter-evans/create-pull-request@v7
@@ -141,10 +141,10 @@ jobs:
             - [Qwen2.5-7B-Instruct accuracy report][2]
             - [Llama-3.1-8B-Instruct accuracy report][3]
             - [Qwen2.5-VL-7B-Instruct accuracy report][4]
-            - [Qwen3-8B accuracy report][5]
+            - [Qwen3-8B-Base accuracy report][5]
 
             [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_Llama_3_1_8B_Instruct_latest_run_id_V0.outputs.runid }}
             [4]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ steps.get_Qwen2_5_VL_7B_Instruct_latest_run_id_V0.outputs.runid }}
-            [5]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ steps.get_Qwen3_8B_latest_run_id_V0.outputs.runid }}
+            [5]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ steps.get_Qwen3_8B_Base_latest_run_id_V0.outputs.runid }}

.github/workflows/accuracy_test.yaml

@@ -29,15 +29,15 @@ on:
         required: true
         type: string
       models:
-        description: 'choose model(all/Qwen2.5-7B-Instruct/Llama-3.1-8B-Instruct/Qwen2.5-VL-7B-Instruct/Qwen3-8B)'
+        description: 'choose model(all/Qwen2.5-7B-Instruct/Llama-3.1-8B-Instruct/Qwen2.5-VL-7B-Instruct/Qwen3-8B-Base)'
         required: true
         type: choice
         options:
           - all
           - Qwen/Qwen2.5-7B-Instruct
           - meta-llama/Llama-3.1-8B-Instruct
           - Qwen/Qwen2.5-VL-7B-Instruct
-          - Qwen/Qwen3-8B
+          - Qwen/Qwen3-8B-Base
         default: 'all'
 
 # Bash shells do not use ~/.profile or ~/.bashrc so these shells need to be explicitly
@@ -54,16 +54,16 @@ jobs:
     strategy:
       matrix:
         include: ${{ fromJSON(
-          (github.event.inputs.models == 'all' && '[{"model_name":"Qwen/Qwen2.5-7B-Instruct","output_file":"Qwen2.5-7B-Instruct"},{"model_name":"meta-llama/Llama-3.1-8B-Instruct","output_file":"Llama-3.1-8B-Instruct"},{"model_name":"Qwen/Qwen2.5-VL-7B-Instruct","output_file":"Qwen2.5-VL-7B-Instruct"}, {"model_name":"Qwen/Qwen3-8B","output_file":"Qwen3-8B"}]') ||
+          (github.event.inputs.models == 'all' && '[{"model_name":"Qwen/Qwen2.5-7B-Instruct","output_file":"Qwen2.5-7B-Instruct"},{"model_name":"meta-llama/Llama-3.1-8B-Instruct","output_file":"Llama-3.1-8B-Instruct"},{"model_name":"Qwen/Qwen2.5-VL-7B-Instruct","output_file":"Qwen2.5-VL-7B-Instruct"}, {"model_name":"Qwen/Qwen3-8B-Base","output_file":"Qwen3-8B-Base"}]') ||
           (github.event.inputs.models == 'Qwen/Qwen2.5-7B-Instruct' && '[{"model_name":"Qwen/Qwen2.5-7B-Instruct","output_file":"Qwen2.5-7B-Instruct"}]') ||
           (github.event.inputs.models == 'meta-llama/Llama-3.1-8B-Instruct' && '[{"model_name":"meta-llama/Llama-3.1-8B-Instruct","output_file":"Llama-3.1-8B-Instruct"}]') ||
           (github.event.inputs.models == 'Qwen/Qwen2.5-VL-7B-Instruct' && '[{"model_name":"Qwen/Qwen2.5-VL-7B-Instruct","output_file":"Qwen2.5-VL-7B-Instruct"}]') ||
-          (github.event.inputs.models == 'Qwen/Qwen3-8B' && '[{"model_name":"Qwen/Qwen3-8B","output_file":"Qwen3-8B"}]')
+          (github.event.inputs.models == 'Qwen/Qwen3-8B-Base' && '[{"model_name":"Qwen/Qwen3-8B-Base","output_file":"Qwen3-8B-Base"}]')
          ) }}
       fail-fast: false
 
     container:
-      image: quay.io/ascend/cann:8.0.0-910b-ubuntu22.04-py3.10
+      image: m.daocloud.io/quay.io/ascend/cann:8.1.rc1-910b-ubuntu22.04-py3.10
       env:
         HF_ENDPOINT: https://hf-mirror.com
         HF_TOKEN: ${{ secrets.HF_TOKEN }}
@@ -86,12 +86,6 @@ jobs:
           apt install git -y
           git config --global url."https://gh-proxy.test.osinfra.cn/https://github.com/".insteadOf https://github.com/
 
-      - name: Install system dependencies
-        run: |
-          apt-get -y install `cat packages.txt`
-          apt-get -y install gcc g++ cmake libnuma-dev
-
-
       - name: Install system dependencies
         run: |
           apt-get -y install `cat packages.txt`
@@ -147,7 +141,7 @@ jobs:
         working-directory: ./lm-eval
         run: |
             pip install -e .
-            pip install ray datasets==2.16.0 transformers==4.50.3 huggingface-hub==0.29.3
+            pip install ray datasets==2.16.0
           
       - name: Collect version info
         run: |