Base Model: xlm-roberta-base

Intermediate Task: rp-

Pre-Finetuned Model: None

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/rvzbpxhp

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.033190

Validation Accuracy: 0.988757

Validation F1: 0.860626

{'0': {'precision': 0.9915693232147945, 'recall': 0.9969661458333333, 'f1-score': 0.9942604111207781, 'support': 76800.0}, '1': {'precision': 0.8347517730496454, 'recall': 0.6438730853391685, 'f1-score': 0.7269919703520692, 'support': 1828.0}, 'accuracy': 0.9887571857353614, 'macro avg': {'precision': 0.91316054813222, 'recall': 0.8204196155862509, 'f1-score': 0.8606261907364237, 'support': 78628.0}, 'weighted avg': {'precision': 0.9879235166102531, 'recall': 0.9887571857353614, 'f1-score': 0.9880467631871513, 'support': 78628.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": rp
                "n_tk_label": 2
                "mask_ratio": 1.0
                "seed": 66
                "dataset": sold
                "finetuning_stage": pre
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": True