xlmr-sold_NO_mrp_s66_final_ep3

xlmr-sold_NO_mrp_s66_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/go2ewnnu

Training Information

Epochs: 3

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.378549

Validation Accuracy: 0.809333

Validation F1: 0.808064

Classification Report

{'0': {'precision': 0.8978494623655914, 'recall': 0.7608200455580866, 'f1-score': 0.8236744759556104, 'support': 439.0}, '1': {'precision': 0.7222222222222222, 'recall': 0.8778135048231511, 'f1-score': 0.7924528301886793, 'support': 311.0}, 'accuracy': 0.8093333333333333, 'macro avg': {'precision': 0.8100358422939068, 'recall': 0.8193167751906189, 'f1-score': 0.8080636530721448, 'support': 750.0}, 'weighted avg': {'precision': 0.8250227001194742, 'recall': 0.8093333333333333, 'f1-score': 0.8107279001775897, '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