final_wo_mrp_0.5_seed52_no_ckpy_ep3

final_wo_mrp_0.5_seed52_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-seed52-no-pre/runs/gg0yltmw

Training Information

Epochs: 3

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.381739

Validation Accuracy: 0.834667

Validation F1: 0.829545

Classification Report

{'0': {'precision': 0.8729792147806005, 'recall': 0.8456375838926175, 'f1-score': 0.8590909090909091, 'support': 447.0}, '1': {'precision': 0.7823343848580442, 'recall': 0.8184818481848185, 'f1-score': 0.8, 'support': 303.0}, 'accuracy': 0.8346666666666667, 'macro avg': {'precision': 0.8276567998193223, 'recall': 0.832059716038718, 'f1-score': 0.8295454545454546, 'support': 750.0}, 'weighted avg': {'precision': 0.8363587034918877, 'recall': 0.8346666666666667, 'f1-score': 0.835218181818182, '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": 52
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False