diff --git a/modules/presets.py b/modules/presets.py
index 0af2928a..072b15fd 100644
--- a/modules/presets.py
+++ b/modules/presets.py
@@ -4,8 +4,8 @@ from pathlib import Path
 import yaml
 
 
-def load_preset(name):
-    generate_params = {
+def default_preset():
+    return {
         'do_sample': True,
         'temperature': 1,
         'top_p': 1,
@@ -29,6 +29,9 @@ def load_preset(name):
         'mirostat_eta': 0.1,
     }
 
+
+def load_preset(name):
+    generate_params = default_preset()
     if name not in ['None', None, '']:
         with open(Path(f'presets/{name}.yaml'), 'r') as infile:
             preset = yaml.safe_load(infile)
@@ -52,5 +55,12 @@ def load_preset_for_ui(name, state):
 
 
 def generate_preset_yaml(state):
+    defaults = default_preset()
     data = {k: state[k] for k in ['do_sample', 'temperature', 'top_p', 'typical_p', 'epsilon_cutoff', 'eta_cutoff', 'repetition_penalty', 'repetition_penalty_range', 'encoder_repetition_penalty', 'top_k', 'min_length', 'no_repeat_ngram_size', 'num_beams', 'penalty_alpha', 'length_penalty', 'early_stopping', 'mirostat_mode', 'mirostat_tau', 'mirostat_eta', 'tfs', 'top_a']}
+
+    # Remove entries that are identical to the defaults
+    for k in list(data.keys()):
+        if data[k] == defaults[k]:
+            del data[k]
+
     return yaml.dump(data, sort_keys=False)