Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: xlm-roberta-base

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG-NO-MRP/runs/w3r2i0yd

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.596910

Validation Accuracy: 0.752000

Validation F1: 0.737547

{'0': {'precision': 0.7198443579766537, 'recall': 0.8980582524271845, 'f1-score': 0.7991360691144709, 'support': 412.0}, '1': {'precision': 0.8220338983050848, 'recall': 0.5739644970414202, 'f1-score': 0.6759581881533101, 'support': 338.0}, 'accuracy': 0.752, 'macro avg': {'precision': 0.7709391281408693, 'recall': 0.7360113747343023, 'f1-score': 0.7375471286338905, 'support': 750.0}, 'weighted avg': {'precision': 0.7658977774846667, 'recall': 0.752, 'f1-score': 0.7436239040946412, 'support': 750.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": False
                "n_tk_label": 2
                "mask_ratio": 0.5
                "seed": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False