Update pages/2_Earnings_Summarization_📖_.py

pages/2_Earnings_Summarization_📖_.py

@@ -19,7 +19,12 @@ if st.session_state['earnings_passages']:
       
       with st.spinner("Summarizing and matching entities, this takes a few seconds..."):
             text_to_summarize = chunk_and_preprocess_text(st.session_state['earnings_passages'])
-            summarized_text = sum_pipe(text_to_summarize,max_length=max_len,min_length=min_len,clean_up_tokenization_spaces=True,no_repeat_ngram_size=4)
+            summarized_text = sum_pipe(text_to_summarize,max_length=max_len,min_length=min_len,clean_up_tokenization_spaces=True,no_repeat_ngram_size=3,
+           encoder_no_repeat_ngram_size=3,
+           repetition_penalty=3.5,
+           num_beams=4,
+           do_sample=False,
+           early_stopping=True)
             summarized_text = ' '.join([summ['summary_text'] for summ in summarized_text])
             entity_match_html = highlight_entities(text_to_summarize,summarized_text)
             st.markdown("####")