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: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.036707

Validation Accuracy: 0.986137

Validation F1: 0.858540

{'0': {'precision': 0.994810728850779, 'recall': 0.9909765625, 'f1-score': 0.9928899441632312, 'support': 76800.0}, '1': {'precision': 0.673728813559322, 'recall': 0.7828227571115973, 'f1-score': 0.7241902834008097, 'support': 1828.0}, 'accuracy': 0.9861372539044615, 'macro avg': {'precision': 0.8342697712050505, 'recall': 0.8868996598057987, 'f1-score': 0.8585401137820204, 'support': 78628.0}, 'weighted avg': {'precision': 0.9873459867595038, 'recall': 0.9861372539044615, 'f1-score': 0.9866430222031951, '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