Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mlm_0.5_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/i2lm73u3

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.353908

Validation Accuracy: 0.841333

Validation F1: 0.837093

{'0': {'precision': 0.8703703703703703, 'recall': 0.856492027334852, 'f1-score': 0.8633754305396096, 'support': 439.0}, '1': {'precision': 0.8018867924528302, 'recall': 0.819935691318328, 'f1-score': 0.8108108108108109, 'support': 311.0}, 'accuracy': 0.8413333333333334, 'macro avg': {'precision': 0.8361285814116003, 'recall': 0.83821385932659, 'f1-score': 0.8370931206752102, 'support': 750.0}, 'weighted avg': {'precision': 0.841972513393897, 'recall': 0.8413333333333334, 'f1-score': 0.8415786348920676, '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": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False