xlmr-sold_NO_mrp_s39_final_ep1

xlmr-sold_NO_mrp_s39_final_ep1

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/nfluzr3k

Training Information

Epochs: 1

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.490213

Validation Accuracy: 0.773333

Validation F1: 0.770454

Classification Report

{'0': {'precision': 0.8405063291139241, 'recall': 0.7562642369020501, 'f1-score': 0.7961630695443646, 'support': 439.0}, '1': {'precision': 0.6985915492957746, 'recall': 0.797427652733119, 'f1-score': 0.7447447447447447, 'support': 311.0}, 'accuracy': 0.7733333333333333, 'macro avg': {'precision': 0.7695489392048493, 'recall': 0.7768459448175846, 'f1-score': 0.7704539071445546, 'support': 750.0}, 'weighted avg': {'precision': 0.7816590004159981, 'recall': 0.7733333333333333, 'f1-score': 0.7748416041941222, '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": 39
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False