Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.1_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/04m6p2i4

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.379415

Validation Accuracy: 0.836000

Validation F1: 0.828484

{'0': {'precision': 0.8376068376068376, 'recall': 0.8929384965831435, 'f1-score': 0.86438809261301, 'support': 439.0}, '1': {'precision': 0.8333333333333334, 'recall': 0.7556270096463023, 'f1-score': 0.7925801011804384, 'support': 311.0}, 'accuracy': 0.836, 'macro avg': {'precision': 0.8354700854700855, 'recall': 0.8242827531147229, 'f1-score': 0.8284840968967242, 'support': 750.0}, 'weighted avg': {'precision': 0.8358347578347578, 'recall': 0.836, 'f1-score': 0.8346117121656369, '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": 0.1
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False