Update README.md

README.md

@@ -33,9 +33,9 @@ ta ohow to remove trents in these nalitives from time series"
 
 parameters:
   max_length: 128
-  min_length: 4
-  num_beams: 4
-  repetition_penalty: 1.21
+  min_length: 2
+  num_beams: 8
+  repetition_penalty: 1.3
   length_penalty: 1
   early_stopping: True
 ---
@@ -51,7 +51,7 @@ usage in Python (after `pip install transformers`):
 from transformers import pipeline
 corrector = pipeline(
               'text2text-generation',
-              'pszemraj/grammar-synthesis-large',
+              'pszemraj/grammar-synthesis-small',
               )
 raw_text = 'i can has cheezburger'
 results = corrector(raw_text)