Update README.md

README.md

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 - text2sql
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 # Model Description
-Our Model is fine tuned on Llama-2 7B model on text-2-sql Dataset on Alpaca format described by Stanford. We have used QLora, Bits&Bytes, Accelerate and Transformers Library to implement PEFT concept.
+Our Model is fine tuned on Llama-2 7B model on Text-2-SQL Dataset on Alpaca format described by Stanford. We have used QLora, Bits&Bytes, Accelerate and Transformers Library to implement PEFT concept.
 For more information, please visit : https://github.com/akshayhedaoo1/Llama-2-7b-chat-finetune-for-text2sql/tree/Data-Science