Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mlm_0.15_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/xlhj3u5m

Epochs: 0

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.686510

Validation Accuracy: 0.581333

Validation F1: 0.367622

{'0': {'precision': 0.5836680053547524, 'recall': 0.9931662870159453, 'f1-score': 0.7352445193929174, 'support': 439.0}, '1': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 311.0}, 'accuracy': 0.5813333333333334, 'macro avg': {'precision': 0.2918340026773762, 'recall': 0.49658314350797267, 'f1-score': 0.3676222596964587, 'support': 750.0}, 'weighted avg': {'precision': 0.3416403391343151, 'recall': 0.5813333333333334, 'f1-score': 0.430363125351321, '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": 0.15
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False