Update README.md

README.md

@@ -24,17 +24,15 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+Article: https://medium.com/@frankmorales_91352/faiss-powered-semantic-search-meets-fine-tuned-mistral-a-novel-approach-to-text-to-sql-generation-fc633d9c1bc2
 
-## Intended uses & limitations
-
-More information needed
 
 ## Training and evaluation data
 
-More information needed
+Training: https://github.com/frank-morales2020/MLxDL/blob/main/FAISS_FINETUNING.ipynb
+
+Evaluation: https://github.com/frank-morales2020/MLxDL/blob/main/FAISS_Evaluator_Mistral_7B_text_to_sql.ipynb
 
-## Training procedure
 
 ### Training hyperparameters