strickvl
/

nlp-redaction-classifier

Text Classification

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text-embeddings-inference

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strickvl commited on May 21, 2022

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 <!-- 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
-This model is a fine-tuned version of [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) on the None dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.0893
 - Pearson: 0.8273
 ## Model description
-More information needed
 ## Intended uses & limitations

 <!-- 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. -->
+# Redaction Classifier: NLP Edition
+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
+Read more about the process and the code used to train this model on my blog [here](https://mlops.systems).
 ## Intended uses & limitations