Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mlm_0.15_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/xlhj3u5m

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.386263

Validation Accuracy: 0.845333

Validation F1: 0.843174

{'0': {'precision': 0.9047619047619048, 'recall': 0.8223234624145785, 'f1-score': 0.8615751789976134, 'support': 439.0}, '1': {'precision': 0.7777777777777778, 'recall': 0.8778135048231511, 'f1-score': 0.824773413897281, 'support': 311.0}, 'accuracy': 0.8453333333333334, 'macro avg': {'precision': 0.8412698412698413, 'recall': 0.8500684836188648, 'f1-score': 0.8431742964474471, 'support': 750.0}, 'weighted avg': {'precision': 0.85210582010582, 'recall': 0.8453333333333334, 'f1-score': 0.846314713736009, '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": 0.15
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False