README.md

A fine-tuned model based on the **DeBERTaV3** model of Microsoft and fine-tuned on **Glue QQP**, which detects the linguistical similarities between two questions and whether they are similar questions or dissimilar.

## Model Hyperparameters

```python
epoch=4
per_device_train_batch_size=32
per_device_eval_batch_size=16
lr=2e-5
weight_decay=1e-2
gradient_checkpointing=True
gradient_accumulation_steps=8
```
## Model Performance

```JSON
{"Training Loss": 0.132400,
 "Validation Loss": 0.217410,
 "Validation Accuracy": 0.917969
}
```

## Model Dependencies

```JSON
{"Main Model": "microsoft/deberta-v3-base",
 "Dataset": "SetFit/qqp"
}
```