diff --git a/.github/workflows/label-validation.yml b/.github/workflows/label-validation.yml
deleted file mode 100644
index 1b01deb84..000000000
--- a/.github/workflows/label-validation.yml
+++ /dev/null
@@ -1,151 +0,0 @@
-name: PR Label Validation
-run-name: "Validate PR #${{ github.event.pull_request.number }}"
-
-concurrency:
-  group: "PR#${{ github.event.pull_request.number }}"
-  cancel-in-progress: true
-
-on:
-  pull_request_target:
-    types: labeled
-
-jobs:
-  get-jobs:
-    runs-on: ubuntu-latest
-    environment: fork-pr-validation
-    outputs:
-      search-space-config: ${{ steps.get-jobs.outputs.search-space-config }}
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
-        with:
-          ref: ${{ github.event.pull_request.head.sha }}
-
-      - id: get-jobs
-        shell: python
-        run: |
-          import json
-          import subprocess
-          import re
-          import os
-
-          # Get matching labels
-          labels = json.loads(r'''${{ toJson(github.event.pull_request.labels) }}''')
-          pattern = r'^([^_]+)_([^_]+)$'
-
-          matching = []
-          for label in labels:
-              match = re.match(pattern, label['name'])
-              if match:
-                  runner_type = match.group(1)
-                  model_prefix = match.group(2)
-
-                  matching.append({'runner-type': runner_type, 'model-prefix': model_prefix})
-                  print(f"Matched label: {label['name']}")
-
-          if not matching:
-              print("No matching labels found")
-              with open(os.environ['GITHUB_OUTPUT'], 'a') as f:
-                  f.write('search-space-config=[]\n')
-              exit(0)
-
-          # Generate configs for standard labels
-          all_configs = []
-          if matching:
-              subprocess.run(['pip', 'install', 'pydantic'], check=True)
-
-              for label in matching:
-                  result = subprocess.run([
-                      'python3', f"{os.environ['GITHUB_WORKSPACE']}/utils/matrix_logic/generate_sweep_configs.py",
-                      'full-sweep',
-                      '--runner-type', label['runner-type'],
-                      '--model-prefix', label['model-prefix'],
-                      '--seq-lens', '1k1k',
-                      '--config-files',
-                      f"{os.environ['GITHUB_WORKSPACE']}/.github/configs/nvidia-master.yaml",
-                      f"{os.environ['GITHUB_WORKSPACE']}/.github/configs/amd-master.yaml",
-                      '--runner-config', f"{os.environ['GITHUB_WORKSPACE']}/.github/configs/runners.yaml"
-                  ], capture_output=True, text=True)
-
-                  if result.returncode != 0:
-                      print(f"Error generating configs:")
-                      print(f"STDOUT: {result.stdout}")
-                      print(f"STDERR: {result.stderr}")
-                      exit(1)
-
-                  all_configs.extend(json.loads(result.stdout))
-
-          print(f"Total standard configs: {len(all_configs)}")
-
-          with open(os.environ['GITHUB_OUTPUT'], 'a') as f:
-              f.write(f'search-space-config={json.dumps(all_configs)}\n')
-
-  validate:
-    needs: get-jobs
-    if: ${{ always() && needs.get-jobs.result == 'success' && needs.get-jobs.outputs.search-space-config != '[]' }}
-    uses: ./.github/workflows/benchmark-tmpl.yml
-    strategy:
-      fail-fast: false
-      matrix:
-        # The '|| '[]'' fallback is required because GitHub evaluates the matrix expression
-        # before the 'if' condition. Without it, fromJson() throws a parse error when the
-        # output is empty/undefined (e.g., when get-jobs is pending approval or was skipped).
-        config: ${{ fromJson(needs.get-jobs.outputs.search-space-config || '[]') }}
-    secrets: inherit
-    name: validate ${{ matrix.config.runner }}
-    with:
-      exp-name: ${{ matrix.config.exp-name }}
-      isl: ${{ matrix.config.isl }}
-      osl: ${{ matrix.config.osl }}
-      max-model-len: ${{ matrix.config.max-model-len }}
-      runner: ${{ matrix.config.runner }}
-      image: ${{ matrix.config.image }}
-      model: ${{ matrix.config.model }}
-      model-prefix: ${{ matrix.config.model-prefix }}
-      framework: ${{ matrix.config.framework }}
-      precision: ${{ matrix.config.precision }}
-      tp: ${{ matrix.config.tp }}
-      ep: ${{ matrix.config.ep }}
-      dp-attn: ${{ matrix.config.dp-attn }}
-      conc: ${{ matrix.config.conc }}
-      spec-decoding: ${{ matrix.config.spec-decoding }}
-      disagg: ${{ matrix.config.disagg }}
-
-  collect-results:
-    needs: [get-jobs, validate]
-    if: ${{ always() && needs.get-jobs.result == 'success' }}
-    uses: ./.github/workflows/collect-results.yml
-    secrets: inherit
-
-  calc-success-rate:
-    needs: [get-jobs, collect-results]
-    if: ${{ always() && needs.get-jobs.result == 'success' }}
-    runs-on: ubuntu-latest
-
-    env:
-      RESULTS_DIR: "results/"
-      STATS_FILENAME: "run_stats"
-      GITHUB_TOKEN: ${{ secrets.REPO_PAT }}
-
-    steps:
-      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
-        with:
-          token: ${{ secrets.REPO_PAT }}
-          fetch-depth: 0
-
-      - name: Download results artifacts
-        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
-        with:
-          path: ${{ env.RESULTS_DIR }}
-          pattern: results_*
-
-      - name: Install python dependencies
-        run: pip install PyGithub
-
-      - name: Calculate success rate
-        run: python3 utils/calc_success_rate.py $STATS_FILENAME
-
-      - uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
-        with:
-          name: "run-stats"
-          path: ${{ env.STATS_FILENAME }}.json