xlmr-sold_NO_mrp_s13_final_ep5

xlmr-sold_NO_mrp_s13_final_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/sold_without_mrp_to_hs_v2/runs/p8r455cx

Training Information

Epochs: 5

Steps: 421

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.368802

Validation Accuracy: 0.842667

Validation F1: 0.840946

Classification Report

{'0': {'precision': 0.922077922077922, 'recall': 0.801354401805869, 'f1-score': 0.857487922705314, 'support': 443.0}, '1': {'precision': 0.7589041095890411, 'recall': 0.9022801302931596, 'f1-score': 0.8244047619047619, 'support': 307.0}, 'accuracy': 0.8426666666666667, 'macro avg': {'precision': 0.8404910158334815, 'recall': 0.8518172660495142, 'f1-score': 0.840946342305038, 'support': 750.0}, 'weighted avg': {'precision': 0.8552854414991401, 'recall': 0.8426666666666667, 'f1-score': 0.8439458822176213, '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": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False