update README

README.md

@@ -10,16 +10,16 @@ model-index:
 <!-- 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. -->
 
-# nlp-redaction-classifier
+# Redaction Classifier: NLP Edition
 
-This model is a fine-tuned version of [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) on the None dataset.
+This model is a fine-tuned version of [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) on a custom dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.0893
 - Pearson: 0.8273
 
 ## Model description
 
-More information needed
+Read more about the process and the code used to train this model on my blog [here](https://mlops.systems).
 
 ## Intended uses & limitations