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/qt2mb5qp

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.146249

Validation Accuracy: 0.941025

Validation F1: 0.509616

{'0': {'precision': 0.9426620280891638, 'recall': 0.998056000818526, 'f1-score': 0.9695684585438582, 'support': 29321.0}, '1': {'precision': 0.45714285714285713, 'recall': 0.0262582056892779, 'f1-score': 0.04966373512674599, 'support': 1828.0}, 'accuracy': 0.941025394073646, 'macro avg': {'precision': 0.6999024426160104, 'recall': 0.512157103253902, 'f1-score': 0.5096160968353021, 'support': 31149.0}, 'weighted avg': {'precision': 0.9141690092285312, 'recall': 0.941025394073646, 'f1-score': 0.9155832315893339, 'support': 31149.0}}

Masked Accuracy: 0.940836

Masked F1: 0.663014

{'0': {'precision': 0.9521870392473496, 'recall': 0.9863990108371518, 'f1-score': 0.9689911403258074, 'support': 13749.0}, '1': {'precision': 0.5630841121495327, 'recall': 0.2613882863340564, 'f1-score': 0.35703703703703704, 'support': 922.0}, 'accuracy': 0.9408356621907163, 'macro avg': {'precision': 0.7576355756984412, 'recall': 0.6238936485856041, 'f1-score': 0.6630140886814222, 'support': 14671.0}, 'weighted avg': {'precision': 0.9277338391393688, 'recall': 0.9408356621907163, 'f1-score': 0.9305328427842461, 'support': 14671.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": mrp
                "n_tk_label": 2
                "mask_ratio": 0.5
                "seed": 66
                "dataset": sold
                "finetuning_stage": pre
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": True