Update README.md

README.md

@@ -82,8 +82,7 @@ inference:
 ## Other Checkpoints on Booksum
 
 - See [led-large-book-summary](https://huggingface.co/pszemraj/led-large-book-summary) for LED-large trained on the same dataset.
-- A version of bigbird-pegasus trained on booksum is [here](https://huggingface.co/pszemraj/bigbird-pegasus-large-K-booksum)
-- original baseline checkpoint [`pszemraj/led-base-16384-finetuned-booksum`](https://huggingface.co/pszemraj/led-base-16384-finetuned-booksum)
+
 ---
 
 # Usage - Basics
@@ -122,17 +121,16 @@ wall_of_text = "your words here"
 
 result = summarizer(
            wall_of_text,
-           min_length=16, 
+           min_length=8, 
            max_length=256,
            no_repeat_ngram_size=3, 
-           encoder_no_repeat_ngram_size =3,
-           clean_up_tokenization_spaces=True,
-           repetition_penalty=3.7,
+           encoder_no_repeat_ngram_size=3,
+           repetition_penalty=3.5,
            num_beams=4,
+           do_sample=False,
            early_stopping=True,
     )
-
-
+print(result[0]['generated_text'])
 ```
 
 ---