Update download command

int8/benchmarks/x5h_mwmx_npu.yaml

@@ -52,10 +52,10 @@ reproduce:
         `source nnac_venv/bin/activate` -- path depends on your toolchain install.
       kind: note
     - title: Download the ONNX model and compile config
-      command: hf download Renesas/RetinaNet-R101-ONNX --repo-type=model --include "fp32/*" --include "compile_config/*" --local-dir ./RetinaNet-R101-ONNX-fp32
+      command: hf download Renesas/RetinaNet-R101-ONNX --repo-type model --include "fp32/*" "compile_config/*" --local-dir ./RetinaNet-R101-ONNX-fp32
     - title: Configure the network for the 12-core build
       command: |
-        cat >> ${WORKDIR}/nnac_config/config.yaml << 'EOF'
+        cat > ${WORKDIR}/nnac_config/config.yaml << 'EOF'
         network_configuration:
           retinanet_9:
             optimization_options:
@@ -66,8 +66,9 @@ reproduce:
               - -stu_weight
               - -distributed_coef_stu
         EOF
-        # If config.yaml already has a network_configuration: key (e.g. from a
-        # previous model), merge this block into it instead of appending a duplicate key.
+        # Overwrites (not appends to) config.yaml, so re-running this step is
+        # idempotent — a prior run's network_configuration: key can't get
+        # duplicated into an invalid/ambiguous second top-level key.
     - title: Compile with the NNAC toolchain (INT8 auto-cast from the FP32 graph)
       command: |
         python3 nnac_frontend/legalize.py -d binary/nnx ./RetinaNet-R101-ONNX-fp32/fp32/retinanet-9.onnx --num-core 12

int8/benchmarks/x5h_mwmx_npu_apm80_12core.yaml

@@ -55,10 +55,10 @@ reproduce:
         `source nnac_venv/bin/activate` -- path depends on your toolchain install.
       kind: note
     - title: Download the ONNX model and compile config
-      command: hf download Renesas/RetinaNet-R101-ONNX --repo-type=model --include "fp32/*" --include "compile_config/*" --local-dir ./RetinaNet-R101-ONNX-fp32
+      command: hf download Renesas/RetinaNet-R101-ONNX --repo-type model --include "fp32/*" "compile_config/*" --local-dir ./RetinaNet-R101-ONNX-fp32
     - title: Configure the network for the 12-core build
       command: |
-        cat >> ${WORKDIR}/nnac_config/config.yaml << 'EOF'
+        cat > ${WORKDIR}/nnac_config/config.yaml << 'EOF'
         network_configuration:
           retinanet_9:
             optimization_options:
@@ -69,8 +69,9 @@ reproduce:
               - -stu_weight
               - -distributed_coef_stu
         EOF
-        # If config.yaml already has a network_configuration: key (e.g. from a
-        # previous model), merge this block into it instead of appending a duplicate key.
+        # Overwrites (not appends to) config.yaml, so re-running this step is
+        # idempotent — a prior run's network_configuration: key can't get
+        # duplicated into an invalid/ambiguous second top-level key.
     - title: Compile with the NNAC toolchain (INT8 auto-cast from the FP32 graph)
       command: |
         python3 nnac_frontend/legalize.py -d binary/nnx ./RetinaNet-R101-ONNX-fp32/fp32/retinanet-9.onnx --num-core 12