final_wo_mrp_0.5_seed52_no_ckpy_ep2

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

Training Information

Epochs: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.397740

Validation Accuracy: 0.808000

Validation F1: 0.806679

Classification Report

{'0': {'precision': 0.915068493150685, 'recall': 0.7472035794183445, 'f1-score': 0.8226600985221675, 'support': 447.0}, '1': {'precision': 0.7064935064935065, 'recall': 0.8976897689768977, 'f1-score': 0.7906976744186046, 'support': 303.0}, 'accuracy': 0.808, 'macro avg': {'precision': 0.8107809998220957, 'recall': 0.8224466741976211, 'f1-score': 0.806678886470386, 'support': 750.0}, 'weighted avg': {'precision': 0.8308041985411848, 'recall': 0.808, 'f1-score': 0.8097472791843281, '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