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: 0

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.755222

Validation Accuracy: 0.059167

Validation F1: 0.056011

{'0': {'precision': 0.7777777777777778, 'recall': 0.0007162102247535895, 'f1-score': 0.0014311026305029303, 'support': 29321.0}, '1': {'precision': 0.05854379538590065, 'recall': 0.9967177242888403, 'f1-score': 0.1105918057663126, 'support': 1828.0}, 'accuracy': 0.05916722848245529, 'macro avg': {'precision': 0.4181607865818392, 'recall': 0.49871696725679693, 'f1-score': 0.056011454198407765, 'support': 31149.0}, 'weighted avg': {'precision': 0.7355690481295595, 'recall': 0.05916722848245529, 'f1-score': 0.007837271860085263, 'support': 31149.0}}

Masked Accuracy: 0.063595

Masked F1: 0.060566

{'0': {'precision': 0.7575757575757576, 'recall': 0.0036305547487656114, 'f1-score': 0.007226477814713109, 'support': 13772.0}, '1': {'precision': 0.06045874700445053, 'recall': 0.982202447163515, 'f1-score': 0.11390608875128999, 'support': 899.0}, 'accuracy': 0.06359484697702951, 'macro avg': {'precision': 0.40901725229010405, 'recall': 0.4929165009561403, 'f1-score': 0.06056628328300155, 'support': 14671.0}, 'weighted avg': {'precision': 0.7148582746159318, 'recall': 0.06359484697702951, 'f1-score': 0.013763521658485356, '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