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/q8y9k7xt

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.068140

Validation Accuracy: 0.944055

Validation F1: 0.620364

{'0': {'precision': 0.9511384574888129, 'recall': 0.9915277491939356, 'f1-score': 0.9709132435428073, 'support': 29154.0}, '1': {'precision': 0.564373897707231, 'recall': 0.1772853185595568, 'f1-score': 0.26981450252951095, 'support': 1805.0}, 'accuracy': 0.944055040537485, 'macro avg': {'precision': 0.7577561775980219, 'recall': 0.5844065338767462, 'f1-score': 0.6203638730361591, 'support': 30959.0}, 'weighted avg': {'precision': 0.9285889555538099, 'recall': 0.944055040537485, 'f1-score': 0.9300371420043532, 'support': 30959.0}}

Masked Accuracy: 0.974954

Masked F1: 0.877194

{'0': {'precision': 0.9793357933579335, 'recall': 0.9943054098606324, 'f1-score': 0.9867638310529446, 'support': 6673.0}, '1': {'precision': 0.8855421686746988, 'recall': 0.6774193548387096, 'f1-score': 0.7676240208877284, 'support': 434.0}, 'accuracy': 0.9749542704375967, 'macro avg': {'precision': 0.9324389810163162, 'recall': 0.835862382349671, 'f1-score': 0.8771939259703365, 'support': 7107.0}, 'weighted avg': {'precision': 0.9736081399018305, 'recall': 0.9749542704375967, 'f1-score': 0.9733817179796782, 'support': 7107.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": mrp
                "n_tk_label": 2
                "mask_ratio": 0.25
                "seed": 13
                "dataset": sold
                "finetuning_stage": pre
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": True