final_wo_mrp_0.5_seed62_no_ckpy_ep5

final_wo_mrp_0.5_seed62_no_ckpy_ep5

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: 5

Steps: 421

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.376121

Validation Accuracy: 0.844000

Validation F1: 0.840109

Classification Report

{'0': {'precision': 0.8741258741258742, 'recall': 0.8561643835616438, 'f1-score': 0.8650519031141869, 'support': 438.0}, '1': {'precision': 0.8037383177570093, 'recall': 0.8269230769230769, 'f1-score': 0.8151658767772512, 'support': 312.0}, 'accuracy': 0.844, 'macro avg': {'precision': 0.8389320959414417, 'recall': 0.8415437302423603, 'f1-score': 0.840108889945719, 'support': 750.0}, 'weighted avg': {'precision': 0.8448446506764263, 'recall': 0.844, 'f1-score': 0.8442993161580216, '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