Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/v6zbpn7d

Epochs: 4

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.684367

Validation Accuracy: 0.586667

Validation F1: 0.372734

{'0': {'precision': 0.5861148197596796, 'recall': 1.0, 'f1-score': 0.7390572390572391, 'support': 439.0}, '1': {'precision': 1.0, 'recall': 0.003215434083601286, 'f1-score': 0.00641025641025641, 'support': 311.0}, 'accuracy': 0.5866666666666667, 'macro avg': {'precision': 0.7930574098798397, 'recall': 0.5016077170418006, 'f1-score': 0.37273374773374773, 'support': 750.0}, 'weighted avg': {'precision': 0.7577392078326658, 'recall': 0.5866666666666667, 'f1-score': 0.43525295691962357, '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