Update README.md

README.md

@@ -11,6 +11,26 @@ language:
 - en
 ---
 
+# Tutorial 
+
+https://medium.com/ai-simplified-in-plain-english/fine-tuning-deepseek-r1-for-text-to-sql-generation-083d480e7eff
+
+
+# Model Evaluation 
+
+The overall evaluation summary for the 999 examples shows strong performance:
+
+------ Overall Evaluation Summary ---
+
+Average ROUGE-1 F-measure (over 999 examples): 0.9554
+
+Average ROUGE-2 F-measure (over 999 examples): 0.9426
+
+Average ROUGE-L F-measure (over 999 examples): 0.9520
+
+Average BLEU Score (over 999 examples): 92.1817
+
+
 # Uploaded  model
 
 - **Developed by:** frankmorales2020