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/go2ewnnu

Epochs: 5

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.411335

Validation Accuracy: 0.813333

Validation F1: 0.811877

{'0': {'precision': 0.896551724137931, 'recall': 0.7699316628701595, 'f1-score': 0.8284313725490197, 'support': 439.0}, '1': {'precision': 0.7292225201072386, 'recall': 0.8745980707395499, 'f1-score': 0.7953216374269005, 'support': 311.0}, 'accuracy': 0.8133333333333334, 'macro avg': {'precision': 0.8128871221225848, 'recall': 0.8222648668048547, 'f1-score': 0.8118765049879602, 'support': 750.0}, 'weighted avg': {'precision': 0.8271658808665373, 'recall': 0.8133333333333334, 'f1-score': 0.8147018690517143, '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": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False