Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.25_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/7a53nqyp

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.353816

Validation Accuracy: 0.844000

Validation F1: 0.839543

{'0': {'precision': 0.8692660550458715, 'recall': 0.8633257403189066, 'f1-score': 0.8662857142857143, 'support': 439.0}, '1': {'precision': 0.8089171974522293, 'recall': 0.8167202572347267, 'f1-score': 0.8128, 'support': 311.0}, 'accuracy': 0.844, 'macro avg': {'precision': 0.8390916262490504, 'recall': 0.8400229987768166, 'f1-score': 0.8395428571428571, 'support': 750.0}, 'weighted avg': {'precision': 0.8442413954303746, 'recall': 0.844, 'f1-score': 0.8441069714285714, '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": 0.25
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False