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: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.387124

Validation Accuracy: 0.834667

Validation F1: 0.831913

{'0': {'precision': 0.8869778869778869, 'recall': 0.8223234624145785, 'f1-score': 0.8534278959810875, 'support': 439.0}, '1': {'precision': 0.7725947521865889, 'recall': 0.8520900321543409, 'f1-score': 0.8103975535168195, 'support': 311.0}, 'accuracy': 0.8346666666666667, 'macro avg': {'precision': 0.8297863195822379, 'recall': 0.8372067472844598, 'f1-score': 0.8319127247489535, 'support': 750.0}, 'weighted avg': {'precision': 0.8395470137510953, 'recall': 0.8346666666666667, 'f1-score': 0.8355846473059044, '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