Update README.md

README.md

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+## Fine-tuning hyper-parameters
+
+|            **Hyper-parameter**           |          **Value**          |
+|:----------------------------------------:|:---------------------------:|
+|         Validation partition (%)         |             20%             |
+|            Training batch size           |              8              |
+|               Learning rate              |             5e-4            |
+|            Max training epochs           |              20             |
+|         Warmup training steps (%)        |             6%              |
+|               Weight decay               |             0.01            |
+| Optimiser (beta1, beta2, epsilon) | AdamW (0.9, 0.999, 1e-08) |
+|  Monitoring metric (delta, patience)     |   validation loss (0.1, 3)  |
+
+
 ## Fine-tuning in a different dataset or style
 
 If you want to fine-tune this model, we recommend you to start from the [DialoGPT model](https://huggingface.co/microsoft/DialoGPT-medium).