Update README.md

README.md

@@ -39,47 +39,6 @@ parameters:
   length_penalty: 1
   early_stopping: True
 ---
----
-license: cc-by-nc-sa-4.0
-tags:
-- grammar
-- spelling
-- punctuation
-- error-correction
-datasets:
-- jfleg
-widget:
-- text: "i can has cheezburger"
-  example_title: "cheezburger"
-- text: "There car broke down so their hitching a ride to they're class."
-  example_title: "compound-1"
-- text: "so em if we have an now so with fito ringina know how to estimate the tren given the ereafte mylite trend we can also em an estimate is nod s
-i again tort watfettering an we have estimated the trend an
-called wot to be called sthat of exty right now we can and look at
-wy this should not hare a trend i becan we just remove the trend an and we can we now estimate
-tesees ona effect of them exty"
-  example_title: "Transcribed Audio Example 2"
-- text: "My coworker said he used a financial planner to help choose his stocks so he wouldn't loose money."
-  example_title: "incorrect word choice (context)"
-- text: "good so hve on an tadley i'm not able to make it to the exla session on monday this week e which is why i am e recording pre recording
-an this excelleision and so to day i want e to talk about two things and first of all em i wont em wene give a summary er about
-ta ohow to remove trents in these nalitives from time series"
-  example_title: "lowercased audio transcription output"
-- text: "Frustrated, the chairs took me forever to set up."
-  example_title: "dangling modifier"
-- text: "I would like a peice of pie."
-  example_title: "miss-spelling"
-- text: "Which part of Zurich was you going to go hiking in when we were there for the first time together? ! ?"
-  example_title: "chatbot on Zurich"
-
-parameters:
-  max_length: 128
-  min_length: 2
-  num_beams: 4
-  repetition_penalty: 1.21
-  length_penalty: 1
-  early_stopping: True
----
 
 > A more recent version can be found [here](https://huggingface.co/pszemraj/grammar-synthesis-large). Training smaller and/or comparably sized models is a WIP.