Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.75_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/8yx9u7hv

Epochs: 4

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.477067

Validation Accuracy: 0.814667

Validation F1: 0.811645

{'0': {'precision': 0.8694581280788177, 'recall': 0.8041002277904328, 'f1-score': 0.8355029585798817, 'support': 439.0}, '1': {'precision': 0.75, 'recall': 0.8295819935691319, 'f1-score': 0.7877862595419848, 'support': 311.0}, 'accuracy': 0.8146666666666667, 'macro avg': {'precision': 0.8097290640394088, 'recall': 0.8168411106797824, 'f1-score': 0.8116446090609333, 'support': 750.0}, 'weighted avg': {'precision': 0.8199228243021347, 'recall': 0.8146666666666667, 'f1-score': 0.8157164340455004, '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": 0.75
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False