Update README.md

README.md

@@ -37,9 +37,18 @@ pipeline_tag: sentence-similarity
 library_name: sentence-transformers
 ---
 
-# SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
 
-This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
+# dwulff/mpnet-cocs
+
+This is a [sentence-transformers](https://www.SBERT.net) model that generates 768-dimensional semantic vectors of triggers of contamination obsessive compulsive symptoms (C-OCS).
+
+The base model ([all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2)) has been fine-tuned on 50k pairs of C-OCS triggers rated for similarity by Llama-3.3-70b-Instruct.  
+
+See PREPRINT for details. 
+
+## Usage
+
+Make sure [sentence-transformers](https://www.SBERT.net) is installed:
 
 ## Model Details