Base Model: xlm-roberta-base

Intermediate Task: mrp-

Pre-Finetuned Model: None

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/6ra7erkv

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.145824

Validation Accuracy: 0.945993

Validation F1: 0.554689

{'0': {'precision': 0.9457600726659313, 'recall': 1.0, 'f1-score': 0.9721240413471157, 'support': 29154.0}, '1': {'precision': 1.0, 'recall': 0.07368421052631578, 'f1-score': 0.13725490196078433, 'support': 1805.0}, 'accuracy': 0.9459930876320295, 'macro avg': {'precision': 0.9728800363329657, 'recall': 0.5368421052631579, 'f1-score': 0.55468947165395, 'support': 30959.0}, 'weighted avg': {'precision': 0.9489224186344056, 'recall': 0.9459930876320295, 'f1-score': 0.9234487354072491, 'support': 30959.0}}

Masked Accuracy: 0.938267

Masked F1: 0.558061

{'0': {'precision': 0.9379336931380108, 'recall': 1.0, 'f1-score': 0.9679729460911081, 'support': 2433.0}, '1': {'precision': 1.0, 'recall': 0.08, 'f1-score': 0.14814814814814814, 'support': 175.0}, 'accuracy': 0.9382668711656442, 'macro avg': {'precision': 0.9689668465690053, 'recall': 0.54, 'f1-score': 0.558060547119628, 'support': 2608.0}, 'weighted avg': {'precision': 0.942098418483428, 'recall': 0.9382668711656442, 'f1-score': 0.912961696229138, 'support': 2608.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": mrp
                "n_tk_label": 2
                "mask_ratio": 0.1
                "seed": 13
                "dataset": sold
                "finetuning_stage": pre
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": True