xlmr-sold_NO_mrp_s39_final_ep5

xlmr-sold_NO_mrp_s39_final_ep5

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: 5

Steps: 421

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.432613

Validation Accuracy: 0.818667

Validation F1: 0.803558

Classification Report

{'0': {'precision': 0.791907514450867, 'recall': 0.9362186788154897, 'f1-score': 0.8580375782881002, 'support': 439.0}, '1': {'precision': 0.8787878787878788, 'recall': 0.6527331189710611, 'f1-score': 0.7490774907749077, 'support': 311.0}, 'accuracy': 0.8186666666666667, 'macro avg': {'precision': 0.8353476966193729, 'recall': 0.7944758988932754, 'f1-score': 0.803557534531504, 'support': 750.0}, 'weighted avg': {'precision': 0.8279339055292813, 'recall': 0.8186666666666667, 'f1-score': 0.8128554619992964, '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