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README.md

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 **Chatrag-Deberta** is a small lightweight LLM to predict whether a question should retrieve additional information with RAG or not.
 
-Chatrag-Deberta is based on Deberta-v3, a 304M encoder-decoder. Its initial version was fine-tuned on 20,000 examples of questions annotated by Mistral 7B.
+Chatrag-Deberta is based on Deberta-v3-large, a 304M encoder-decoder. Its initial version was fine-tuned on 20,000 examples of questions annotated by Mistral 7B.
 
 ## Use