Update README.md

README.md

@@ -92,7 +92,7 @@ Trained exclusively on synthetic multilingual data generated by advanced LLMs, e
 
 ### Training Procedure
 
-- Fine-tuned for 5 epochs.
+- Fine-tuned for 3 epochs.
 - Achieved a train_acc_off_by_one of approximately 0.93 on the validation dataset.
 
 ## Intended Use
@@ -156,14 +156,6 @@ for text in texts:
     print(f"Sentiment: {sentiment}\n")
 ```
 
-
-## Training Procedure
-
-- Dataset: Synthetic multilingual data
-- Framework: PyTorch Lightning
-- Number of epochs: 5
-- Validation Off-by-one Accuracy: ~0.95
-
 ## Ethical Considerations
 
 Synthetic data reduces bias, but validation in real-world scenarios is advised.
@@ -175,6 +167,6 @@ Will be included.
 
 ## Contact
 
-For inquiries, private APIs, better models, contact [email protected]
+For inquiries, data, private APIs, better models, contact [email protected]
 
 tabularis.ai