xlmr-sold_NO_mrp_s13_final_ep3

xlmr-sold_NO_mrp_s13_final_ep3

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: 3

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.329378

Validation Accuracy: 0.866667

Validation F1: 0.859798

Classification Report

{'0': {'precision': 0.8625792811839323, 'recall': 0.9209932279909706, 'f1-score': 0.8908296943231441, 'support': 443.0}, '1': {'precision': 0.8736462093862816, 'recall': 0.7882736156351792, 'f1-score': 0.8287671232876712, 'support': 307.0}, 'accuracy': 0.8666666666666667, 'macro avg': {'precision': 0.868112745285107, 'recall': 0.8546334218130749, 'f1-score': 0.8597984088054076, 'support': 750.0}, 'weighted avg': {'precision': 0.8671093437947605, 'recall': 0.8666666666666667, 'f1-score': 0.8654254152459573, '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