xlmr-sold_NO_mrp_s66_final_ep2

xlmr-sold_NO_mrp_s66_final_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/sold_without_mrp_to_hs_v2/runs/go2ewnnu

Training Information

Epochs: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.444747

Validation Accuracy: 0.778667

Validation F1: 0.772852

Classification Report

{'0': {'precision': 0.8167053364269141, 'recall': 0.8018223234624146, 'f1-score': 0.8091954022988506, 'support': 439.0}, '1': {'precision': 0.7272727272727273, 'recall': 0.7459807073954984, 'f1-score': 0.7365079365079366, 'support': 311.0}, 'accuracy': 0.7786666666666666, 'macro avg': {'precision': 0.7719890318498207, 'recall': 0.7739015154289565, 'f1-score': 0.7728516694033936, 'support': 750.0}, 'weighted avg': {'precision': 0.7796206144976446, 'recall': 0.7786666666666666, 'f1-score': 0.7790543331508849, '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": -1.0
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False