final_wo_mrp_0.5_seed62_no_ckpy_ep2

final_wo_mrp_0.5_seed62_no_ckpy_ep2

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: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.408327

Validation Accuracy: 0.824000

Validation F1: 0.815387

Classification Report

{'0': {'precision': 0.8227848101265823, 'recall': 0.8904109589041096, 'f1-score': 0.8552631578947368, 'support': 438.0}, '1': {'precision': 0.8260869565217391, 'recall': 0.7307692307692307, 'f1-score': 0.7755102040816326, 'support': 312.0}, 'accuracy': 0.824, 'macro avg': {'precision': 0.8244358833241607, 'recall': 0.8105900948366702, 'f1-score': 0.8153866809881847, 'support': 750.0}, 'weighted avg': {'precision': 0.8241585030269677, 'recall': 0.824, 'f1-score': 0.8220859291084854, '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