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: 4

Steps: 410

Validation Time: 0.01s

Validation Loss: 0.079597

Validation Accuracy: 0.939581

Validation F1: 0.602374

{'0': {'precision': 0.9496280273981582, 'recall': 0.9882336891647625, 'f1-score': 0.9685463114617108, 'support': 29321.0}, '1': {'precision': 0.45754716981132076, 'recall': 0.15919037199124728, 'f1-score': 0.2362012987012987, 'support': 1828.0}, 'accuracy': 0.9395807249028861, 'macro avg': {'precision': 0.7035875986047395, 'recall': 0.5737120305780049, 'f1-score': 0.6023738050815047, 'support': 31149.0}, 'weighted avg': {'precision': 0.9207499315469676, 'recall': 0.9395807249028861, 'f1-score': 0.9255681521844937, 'support': 31149.0}}

Masked Accuracy: 0.967964

Masked F1: 0.876755

{'0': {'precision': 0.9897416974169742, 'recall': 0.975913258623199, 'f1-score': 0.9827788362890224, 'support': 13742.0}, '1': {'precision': 0.7047279214986619, 'recall': 0.8503767491926802, 'f1-score': 0.7707317073170732, 'support': 929.0}, 'accuracy': 0.967964010633222, 'macro avg': {'precision': 0.847234809457818, 'recall': 0.9131450039079396, 'f1-score': 0.8767552718030478, 'support': 14671.0}, 'weighted avg': {'precision': 0.971693998021697, 'recall': 0.967964010633222, 'f1-score': 0.9693515455239116, '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