diff --git a/config.yml.template b/config.yml.template
index 8c27a92..769cbcd 100644
--- a/config.yml.template
+++ b/config.yml.template
@@ -1,35 +1,18 @@
 common:
-    out_dir: "./DeepDiagnosticsResources/results/"
-    sim_location: "DeepDiagnosticsResources/simulators"
-    random_seed: 42
+    out_dir: ./DeepDiagnosticsResources/results/
 model:
     model_path: ./resources/savedmodels/sbi/sbi_linear_from_data.pkl
-    model_engine: "SBIModel"
+    model_engine: SBIModel
 data:
     data_path: ./resources/saveddata/data_validation.h5
     data_engine: H5Data
-    prior: normal
     simulator: 
-    simulator_dimensions: 1
 plots_common:
-    axis_spines: False
-    tight_layout: True
     default_colorway: viridis
-    plot_style: fast
     parameter_labels: 
       - $m$
       - $b$
-    parameter_colors: 
-      - "#9C92A3"
-      - "#0F5257"
-    line_style_cycle: 
-        - "-" 
-        - "-."
-    figure_size: 
-        - 6
-        - 6
 metrics_common:
-    use_progress_bar: True
     samples_per_inference: 1000
     percentiles: 
         - 75