diff --git a/.github/workflows/AddLabel.yml b/.github/workflows/AddLabel.yml
index deacdab9c8..a62d5d4ca6 100644
--- a/.github/workflows/AddLabel.yml
+++ b/.github/workflows/AddLabel.yml
@@ -31,7 +31,11 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/github-script@v7
+      - name: Print Triggering Workflow Name
+        run: echo "The workflow that triggered this was ${{ github.event.workflow_run.name }}"
+
+      - name: Add Pull Request Label
+        uses: actions/github-script@v7
         with:
           script: |
             const owner = "google"
@@ -40,8 +44,9 @@ jobs:
             if (context.payload.pull_request !== undefined) {
               pull_number = context.payload.pull_request.number
             } else if (context.payload.workflow_run !== undefined) {
+              workflow_name = context.payload.workflow_run.name
               if (context.payload.workflow_run.pull_requests.length === 0) {
-                console.log("This workflow is NOT running within a PR's context")
+                console.log("This workflow ${workflow_name} is NOT running within a PR's context")
                 process.exit()
               }
               console.log(context.payload.workflow_run.pull_requests)
diff --git a/.github/workflows/build_and_test_maxtext.yml b/.github/workflows/build_and_test_maxtext.yml
index d54f98fbec..7c09f44f7c 100644
--- a/.github/workflows/build_and_test_maxtext.yml
+++ b/.github/workflows/build_and_test_maxtext.yml
@@ -119,7 +119,7 @@ jobs:
     needs: analyze_code_changes
     # Run if either tests or notebooks need to run
     if: |
-      needs.analyze_code_changes.outputs.run_tests == 'true' || 
+      needs.analyze_code_changes.outputs.run_tests == 'true' ||
       needs.analyze_code_changes.outputs.run_notebooks == 'true'
     uses: ./.github/workflows/build_package.yml
     with:
@@ -127,6 +127,28 @@ jobs:
       device_name: v4-8
       cloud_runner: linux-x86-n2-16-buildkit
 
+  echo-variable-job:
+    needs: build_and_upload_maxtext_package
+    runs-on: ubuntu-latest
+    # Define job-level environment variables
+    env:
+      MY_HF_TOKEN: ${{ secrets.HF_TOKEN }}
+      MY_NAME: "GitHub User"
+
+    steps:
+      - name: Print the Environment Variable
+        # Access variable using runner shell syntax
+        run: |
+          echo "Hello, MY_NAME=$MY_NAME, MY_HF_TOKEN=$MY_HF_TOKEN !"
+
+          if [ -z "${{ secrets.HF_TOKEN }}" ]; then
+            echo "MY_HF_TOKEN is NOT set"
+          else
+            # Prints the character count only
+            echo "MY_NAME is set (Length= ${#MY_NAME})"
+            echo "MY_HF_TOKEN is set (Length= ${#MY_HF_TOKEN})"
+          fi
+
   maxtext_jupyter_notebooks:
     needs: build_and_upload_maxtext_package
     if: needs.analyze_code_changes.outputs.run_notebooks == 'true'
@@ -301,4 +323,4 @@ jobs:
         if: ${{ contains(needs.*.result, 'failure') && github.event_name == 'schedule' }}
         uses: jayqi/failed-build-issue-action@1a893bbf43ef1c2a8705e2b115cd4f0fe3c5649b  # v1.2.0
         with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
+          github-token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/run_jupyter_notebooks.yml b/.github/workflows/run_jupyter_notebooks.yml
index fe2bd3d154..9bcf629301 100644
--- a/.github/workflows/run_jupyter_notebooks.yml
+++ b/.github/workflows/run_jupyter_notebooks.yml
@@ -73,13 +73,14 @@ jobs:
           # 2. Install MaxText package and all the post training dependencies
           uv pip install ${maxtext_wheel}[tpu-post-train] --resolution=lowest
           install_tpu_post_train_extra_deps
-          
+
           python3 -m pip freeze
       - name: Run Post-Training Notebooks
         shell: bash
         env:
           PYTHONPATH: "${{ github.workspace }}/src"
           HF_TOKEN: ${{ secrets.HF_TOKEN }}
+          MY_HF_TOKEN: ${{ secrets.HF_TOKEN }}
           MAXTEXT_INSTALLED: ${{ inputs.maxtext_installed }}
           # TODO: Fix evaluation in sft_qwen3_demo.ipynb and remove this env variable
           RUN_EVALUATION: "False"
@@ -99,6 +100,9 @@ jobs:
           export MAXTEXT_REPO_ROOT=$(pwd)
           export MAXTEXT_PKG_DIR=$(pwd)/src/maxtext
           export MAXTEXT_NOTEBOOKS_ROOT="$MAXTEXT_REPO_ROOT/src/maxtext/examples"
+          export HF_TOKEN=${MY_HF_TOKEN}
+          echo "MY_HF_TOKEN $MY_HF_TOKEN"
+          echo "HF_TOKEN $HF_TOKEN"
 
           # Register maxtext_venv as a selectable kernel in Jupyter
           $PYTHON_EXE -m ipykernel install --user --name maxtext_venv
@@ -116,7 +120,7 @@ jobs:
             echo "Running $filename ..."
             echo "------------------------------------------------------"
 
-            $PAPERMILL_EXE "$notebook" "$output_name" -k maxtext_venv
+            $PAPERMILL_EXE "$notebook" "$output_name" -k maxtext_venv --log-output --log-level INFO
           done
       - name: Upload Outputs
         if: always()
diff --git a/src/maxtext/examples/sft_llama3_demo_tpu.ipynb b/src/maxtext/examples/sft_llama3_demo_tpu.ipynb
index 393a704aca..2f7bed589b 100644
--- a/src/maxtext/examples/sft_llama3_demo_tpu.ipynb
+++ b/src/maxtext/examples/sft_llama3_demo_tpu.ipynb
@@ -117,7 +117,7 @@
     "\n",
     "    # Install uv, a fast Python package installer\n",
     "    !pip install uv\n",
-    "    \n",
+    "\n",
     "    # Install MaxText and post-training dependencies\n",
     "    !uv pip install -e .[tpu-post-train] --resolution=lowest\n",
     "    !install_tpu_post_train_extra_deps"
@@ -190,8 +190,10 @@
     "try:\n",
     "    from google.colab import userdata\n",
     "    HF_TOKEN = userdata.get(\"HF_TOKEN\")\n",
+    "    print(f\"get HF_TOKEN={HF_TOKEN} from google.colab\")\n",
     "except ImportError:\n",
     "    HF_TOKEN = os.environ.get(\"HF_TOKEN\", \"\")\n",
+    "    print(f\"get HF_TOKEN={HF_TOKEN} from env\")\n",
     "\n",
     "# If not found in the environment, prompt the user for input securely\n",
     "# getpass function ensures the token is hidden while you type\n",