Update README.md

README.md

@@ -22,22 +22,16 @@ should probably proofread and complete it, then remove this comment. -->
 
 # t5-base-DreamBank-Generation-Act-Char
 
-This model is a fine-tuned version of [DReAMy-lib/t5-base-DreamBank-Generation-NER-Char](https://huggingface.co/DReAMy-lib/t5-base-DreamBank-Generation-NER-Char) on the None dataset.
-It achieves the following results on the evaluation set:
-- Loss: 0.3058
-- Rouge1: 0.4708
-- Rouge2: 0.4040
-- Rougel: 0.4576
-- Rougelsum: 0.4572
+This model is a fine-tuned version of [DReAMy-lib/t5-base-DreamBank-Generation-NER-Char](https://huggingface.co/DReAMy-lib/t5-base-DreamBank-Generation-NER-Char) on the DreamBank dataset.
+The uploaded model contains the weights of the best-performing model (see table below), tune to annotate a given
+dream report according to [Hall and Van de Castle the Activity feature](https://dreams.ucsc.edu/Coding/activities.html)
 
 ## Model description
 
-## Training procedure
-
 The model is trained end-to-end using a text2text solution to annotate dream reports following the Activity feature 
 from the Hall and Van de Castle scoring framework. Given a report, the model generates texts of the form 
 `[(initialiser : activity type : receiver)]`. For those cases where `initialiser` and `receiver` are the same 
-entity, the output will follow the `[(initialiser : alone : none)]` setting.
+entity, the output will follow the `[(initialiser : alone activity type : none)]` setting.
 
 ## Training procedure