final_wo_mrp_0.5_seed42_no_ckpy_ep5

final_wo_mrp_0.5_seed42_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-seed42-no-pre/runs/h32q8dy6

Training Information

Epochs: 5

Steps: 421

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.454076

Validation Accuracy: 0.812000

Validation F1: 0.811973

Classification Report

{'0': {'precision': 0.9118541033434651, 'recall': 0.7281553398058253, 'f1-score': 0.8097165991902834, 'support': 412.0}, '1': {'precision': 0.7339667458432304, 'recall': 0.9142011834319527, 'f1-score': 0.8142292490118577, 'support': 338.0}, 'accuracy': 0.812, 'macro avg': {'precision': 0.8229104245933477, 'recall': 0.821178261618889, 'f1-score': 0.8119729241010705, 'support': 750.0}, 'weighted avg': {'precision': 0.8316862008966927, 'recall': 0.812, 'f1-score': 0.8117503000432061, '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": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False