final_wo_mrp_0.5_seed42_no_ckpy_ep2

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

Training Information

Epochs: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.472108

Validation Accuracy: 0.792000

Validation F1: 0.787922

Classification Report

{'0': {'precision': 0.7895927601809954, 'recall': 0.8470873786407767, 'f1-score': 0.8173302107728337, 'support': 412.0}, '1': {'precision': 0.7954545454545454, 'recall': 0.7248520710059172, 'f1-score': 0.7585139318885449, 'support': 338.0}, 'accuracy': 0.792, 'macro avg': {'precision': 0.7925236528177704, 'recall': 0.7859697248233469, 'f1-score': 0.7879220713306894, 'support': 750.0}, 'weighted avg': {'precision': 0.7922344714109419, 'recall': 0.792, 'f1-score': 0.7908236744223143, '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