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README.md

@@ -4,7 +4,11 @@ license: mit
 model_id: Statement_Equivalence
 developers: Matt Stammers
 model_type: BERT-Base-Uncased
-model_summary: This model Compares the similarity of two text objects.
+model_summary: This model Compares the similarity of two text objects. It is the first
+  BERT model I have fine tuned so there may be bugs. The model labels should read
+  equivalent/not-equivalent but despite mapping the id2label variables they are presently
+  still displaying as label0/1 in the inference module. I may come back and fix this
+  at a later date.
 shared_by: Matt Stammers
 finetuned_from: Glue
 repo: https://huggingface.co/MattStammers/Statement_Equivalence?text=I+like+you.+I+love+you
@@ -66,7 +70,7 @@ model-index:
 
 <!-- Provide a quick summary of what the model is/does. -->
 
-This model Compares the similarity of two text objects.
+This model Compares the similarity of two text objects. It is the first BERT model I have fine tuned so there may be bugs. The model labels should read equivalent/not-equivalent but despite mapping the id2label variables they are presently still displaying as label0/1 in the inference module. I may come back and fix this at a later date.
 
 ## Model Details