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: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.347941

Validation Accuracy: 0.829333

Validation F1: 0.822988

{'0': {'precision': 0.8432671081677704, 'recall': 0.8701594533029613, 'f1-score': 0.8565022421524664, 'support': 439.0}, '1': {'precision': 0.8080808080808081, 'recall': 0.7717041800643086, 'f1-score': 0.7894736842105263, 'support': 311.0}, 'accuracy': 0.8293333333333334, 'macro avg': {'precision': 0.8256739581242892, 'recall': 0.820931816683635, 'f1-score': 0.8229879631814964, 'support': 750.0}, 'weighted avg': {'precision': 0.8286765223983767, 'recall': 0.8293333333333334, 'f1-score': 0.8287077334592086, '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