update inference parameters

README.md

@@ -18,6 +18,15 @@ widget:
 - text: We have our Dinner yesterday
   example_title: Example 4
 
+inference:
+  parameters:
+    max_length: 256
+    num_beams: 3
+    no_repeat_ngram_size: 2
+    repetition_penalty: 2.5
+    temperature: 0.7
+    do_sample: True
+
 tags:
 - context-correction
 - error-correction
@@ -85,7 +94,7 @@ def correct_context(input_text, temperature=0.5):
     
     return results
 
-# Utility function to split the paragraph to multiple sentences
+# Utility function to split the paragraph into multiple sentences
 def split_and_correct_context(sent):
     sents = sent_tokenize(sent)