Update README.md

README.md

@@ -39,7 +39,7 @@ The model was trained on over **100,000 natural language-to-SQL pairs** spanning
 - **Base model:** DeepSeek R1 distilled on Llama3 8B
 ### Model Repository
 
-- **Hugging Face Model Card:** [https://huggingface.co/mervp/deep-sql](https://huggingface.co/mervp/deep-sql)
+- **Hugging Face Model Card:** [https://huggingface.co/mervp/SQLNova](https://huggingface.co/mervp/SQLNova)
 
 ---
 
@@ -56,10 +56,9 @@ The model was trained on over **100,000 natural language-to-SQL pairs** spanning
 
 ## Limitations
 
-While **deep-sql** performs well in many real-world scenarios, there are some limitations:
+While **SQLNova** performs well in many real-world scenarios Since its a Reasoning Model, there are some limitations:
 
-- It may produce **invalid SQL** for rare or malformed inputs.
-- May **hallucinate table/column names** if not explicitly provided.
+- It may produce **invalid SQL** for rare or malformed inputs in rarest cases.
 - Assumes a **generic SQL dialect**, resembling MySQL/PostgreSQL syntax.
 
 ### Recommendation for Use of Model