Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: xlm-roberta-base

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_without_mrp_to_hs_v2/runs/nfluzr3k

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.432719

Validation Accuracy: 0.825333

Validation F1: 0.813489

{'0': {'precision': 0.808, 'recall': 0.9202733485193622, 'f1-score': 0.8604898828541001, 'support': 439.0}, '1': {'precision': 0.86, 'recall': 0.6913183279742765, 'f1-score': 0.7664884135472371, 'support': 311.0}, 'accuracy': 0.8253333333333334, 'macro avg': {'precision': 0.8340000000000001, 'recall': 0.8057958382468193, 'f1-score': 0.8134891482006685, 'support': 750.0}, 'weighted avg': {'precision': 0.8295626666666667, 'recall': 0.8253333333333334, 'f1-score': 0.8215106069148542, '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": -1.0
                "seed": 39
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False