Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.9_seed66/ep4.ckpt

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

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.426395

Validation Accuracy: 0.801333

Validation F1: 0.800550

{'0': {'precision': 0.9050279329608939, 'recall': 0.7380410022779044, 'f1-score': 0.8130489335006273, 'support': 439.0}, '1': {'precision': 0.7066326530612245, 'recall': 0.8906752411575563, 'f1-score': 0.7880512091038406, 'support': 311.0}, 'accuracy': 0.8013333333333333, 'macro avg': {'precision': 0.8058302930110592, 'recall': 0.8143581217177303, 'f1-score': 0.800550071302234, 'support': 750.0}, 'weighted avg': {'precision': 0.8227600235624976, 'recall': 0.8013333333333333, 'f1-score': 0.8026832104507596, '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": 0.9
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False