Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed42/runs/plxfpbm4

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.441031

Validation Accuracy: 0.833333

Validation F1: 0.830130

{'0': {'precision': 0.8253968253968254, 'recall': 0.883495145631068, 'f1-score': 0.8534583821805393, 'support': 412.0}, '1': {'precision': 0.8446601941747572, 'recall': 0.772189349112426, 'f1-score': 0.8068006182380216, 'support': 338.0}, 'accuracy': 0.8333333333333334, 'macro avg': {'precision': 0.8350285097857912, 'recall': 0.827842247371747, 'f1-score': 0.8301295002092804, 'support': 750.0}, 'weighted avg': {'precision': 0.8340781835927468, 'recall': 0.8333333333333334, 'f1-score': 0.8324312832304447, '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": 0.5
                "seed": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False