Update README.md

README.md

@@ -1,18 +1,48 @@
 ---
 license: apache-2.0
 tags:
-- generated_from_trainer
-model-index:
-- name: t5-v1_1-large-jflAUGv5-training2-ft1-jflAUG-v5
-  results: []
+- grammar
+- spelling
+- punctuation
+- error-correction
+
+widget:
+- text: "Anna and Mike is going skiing"
+  example_title: "skiing"
+- 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: "I would like a peice of pie."
+  example_title: "miss-spelling"
+- 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: "There car broke down so their hitching a ride to they're class."
+  example_title: "compound-1"
+- 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: 4
+  num_beams: 4
+  repetition_penalty: 1.21
+  length_penalty: 1
+  early_stopping: True
 ---
 
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
 
-# t5-v1_1-large-jflAUGv5-training2-ft1-jflAUG-v5
+# grammar-synthesis-large - beta
 
-This model is a fine-tuned version of [pszemraj/t5-v1_1-large-jflAUGv5-training2](https://huggingface.co/pszemraj/t5-v1_1-large-jflAUGv5-training2) on an unknown dataset.
+A fine-tuned version of [google/t5-v1_1-large](https://huggingface.co/google/t5-v1_1-large) for grammar correction on an expanded version of the [JFLEG](https://paperswithcode.com/dataset/jfleg) dataset.
 
 ## Model description