xlmr-sold_NO_mrp_s13_final_ep4

xlmr-sold_NO_mrp_s13_final_ep4

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: 4

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.392722

Validation Accuracy: 0.826667

Validation F1: 0.825314

Classification Report

{'0': {'precision': 0.9195710455764075, 'recall': 0.7742663656884876, 'f1-score': 0.8406862745098039, 'support': 443.0}, '1': {'precision': 0.7347480106100795, 'recall': 0.9022801302931596, 'f1-score': 0.8099415204678363, 'support': 307.0}, 'accuracy': 0.8266666666666667, 'macro avg': {'precision': 0.8271595280932436, 'recall': 0.8382732479908236, 'f1-score': 0.8253138974888201, 'support': 750.0}, 'weighted avg': {'precision': 0.8439168165968571, 'recall': 0.8266666666666667, 'f1-score': 0.8281014218552919, '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