Base Model: xlm-roberta-base

Intermediate Task: mrp-

Pre-Finetuned Model: None

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/dyxb3v1n

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.178722

Validation Accuracy: 0.941314

Validation F1: 0.484885

{'0': {'precision': 0.941314327907798, 'recall': 1.0, 'f1-score': 0.9697701339507193, 'support': 29321.0}, '1': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1828.0}, 'accuracy': 0.941314327907798, 'macro avg': {'precision': 0.470657163953899, 'recall': 0.5, 'f1-score': 0.48488506697535966, 'support': 31149.0}, 'weighted avg': {'precision': 0.8860726639245095, 'recall': 0.941314327907798, 'f1-score': 0.9128585218648767, 'support': 31149.0}}

Masked Accuracy: 0.937875

Masked F1: 0.483971

{'0': {'precision': 0.9378751919586765, 'recall': 1.0, 'f1-score': 0.9679417909372524, 'support': 6718.0}, '1': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 445.0}, 'accuracy': 0.9378751919586765, 'macro avg': {'precision': 0.46893759597933826, 'recall': 0.5, 'f1-score': 0.4839708954686262, 'support': 7163.0}, 'weighted avg': {'precision': 0.8796098756915243, 'recall': 0.9378751919586765, 'f1-score': 0.9078085929801007, 'support': 7163.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": mrp
                "n_tk_label": 2
                "mask_ratio": 0.25
                "seed": 66
                "dataset": sold
                "finetuning_stage": pre
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": True