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: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.353333

Validation Accuracy: 0.830667

Validation F1: 0.827281

{'0': {'precision': 0.875, 'recall': 0.8291571753986332, 'f1-score': 0.8514619883040936, 'support': 439.0}, '1': {'precision': 0.7754491017964071, 'recall': 0.8327974276527331, 'f1-score': 0.8031007751937984, 'support': 311.0}, 'accuracy': 0.8306666666666667, 'macro avg': {'precision': 0.8252245508982036, 'recall': 0.8309773015256832, 'f1-score': 0.8272813817489459, 'support': 750.0}, 'weighted avg': {'precision': 0.8337195608782434, 'recall': 0.8306666666666667, 'f1-score': 0.8314082052676911, '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