final_wo_mrp_0.5_seed62_no_ckpy_ep3

final_wo_mrp_0.5_seed62_no_ckpy_ep3

xlm-roberta-base Finetuning

Model Description

Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: xlm-roberta-base

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed62-no-pre/runs/o9wk9tt3

Training Information

Epochs: 3

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.395782

Validation Accuracy: 0.828000

Validation F1: 0.825762

Classification Report

{'0': {'precision': 0.889168765743073, 'recall': 0.8059360730593608, 'f1-score': 0.8455089820359282, 'support': 438.0}, '1': {'precision': 0.7592067988668555, 'recall': 0.8589743589743589, 'f1-score': 0.806015037593985, 'support': 312.0}, 'accuracy': 0.828, 'macro avg': {'precision': 0.8241877823049643, 'recall': 0.8324552160168599, 'f1-score': 0.8257620098149565, 'support': 750.0}, 'weighted avg': {'precision': 0.8351045875225666, 'recall': 0.828, 'f1-score': 0.8290795011480798, 'support': 750.0}}

Trainer Arguments:

                "learning_rate": 2e-05
                "epochs": 5
                "batch_size": 16
                "model": xlm-roberta-base
                "intermediate_task": False
                "n_tk_label": 2
                "mask_ratio": 0.5
                "seed": 62
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False