Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/v6zbpn7d

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.537213

Validation Accuracy: 0.702667

Validation F1: 0.633926

{'0': {'precision': 0.6698113207547169, 'recall': 0.9703872437357631, 'f1-score': 0.7925581395348837, 'support': 439.0}, '1': {'precision': 0.8859649122807017, 'recall': 0.3247588424437299, 'f1-score': 0.4752941176470588, 'support': 311.0}, 'accuracy': 0.7026666666666667, 'macro avg': {'precision': 0.7778881165177094, 'recall': 0.6475730430897465, 'f1-score': 0.6339261285909713, 'support': 750.0}, 'weighted avg': {'precision': 0.7594430100408254, 'recall': 0.7026666666666667, 'f1-score': 0.660999325125399, 'support': 750.0}}

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