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/niszfrce

Epochs: 0

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.426241

Validation Accuracy: 0.941697

Validation F1: 0.484987

{'0': {'precision': 0.9416970832391227, 'recall': 1.0, 'f1-score': 0.9699732171077804, 'support': 29154.0}, '1': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1805.0}, 'accuracy': 0.9416970832391227, 'macro avg': {'precision': 0.47084854161956136, 'recall': 0.5, 'f1-score': 0.4849866085538902, 'support': 30959.0}, 'weighted avg': {'precision': 0.8867933965810711, 'recall': 0.9416970832391227, 'f1-score': 0.9134209493704651, 'support': 30959.0}}

Masked Accuracy: 0.938218

Masked F1: 0.484062

{'0': {'precision': 0.9382179305294952, 'recall': 1.0, 'f1-score': 0.9681242916509256, 'support': 20501.0}, '1': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 1350.0}, 'accuracy': 0.9382179305294952, 'macro avg': {'precision': 0.4691089652647476, 'recall': 0.5, 'f1-score': 0.4840621458254628, 'support': 21851.0}, 'weighted avg': {'precision': 0.8802528851670486, 'recall': 0.9382179305294952, 'f1-score': 0.9083115694080649, 'support': 21851.0}}

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": mrp
                "n_tk_label": 2
                "mask_ratio": 0.75
                "seed": 13
                "dataset": sold
                "finetuning_stage": pre
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": True