You can deploy this model and start earning money today!

s-haturusinghe/
xlmr-sold_NO_mrp_s26_final_ep3

Name: xlmr-sold_NO_mrp_s26_final_ep3
Availability: InStock

safetensors

xlm-roberta

Views

No views yet

xlmr-sold_NO_mrp_s26_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/lbmjzhx3

Training Information

Epochs: 3

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.678677

Validation Accuracy: 0.588000

Validation F1: 0.370277

Classification Report

{'0': {'precision': 0.588, 'recall': 1.0, 'f1-score': 0.7405541561712846, 'support': 441.0}, '1': {'precision': 0.0, 'recall': 0.0, 'f1-score': 0.0, 'support': 309.0}, 'accuracy': 0.588, 'macro avg': {'precision': 0.294, 'recall': 0.5, 'f1-score': 0.3702770780856423, 'support': 750.0}, 'weighted avg': {'precision': 0.345744, 'recall': 0.588, 'f1-score': 0.4354458438287153, '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": 26
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False

s-haturusinghe/xlmr-sold_NO_mrp_s26_final_ep3