xlmr-sold_mrp0.75_s13_final_ep4_ep2

xlmr-sold_mrp0.75_s13_final_ep4_ep2

xlm-roberta-base Finetuning

Model Description

Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/dvnvkgsh

Training Information

Epochs: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.356209

Validation Accuracy: 0.833333

Validation F1: 0.831165

Classification Report

{'0': {'precision': 0.9056122448979592, 'recall': 0.801354401805869, 'f1-score': 0.8502994011976048, 'support': 443.0}, '1': {'precision': 0.7541899441340782, 'recall': 0.8794788273615635, 'f1-score': 0.8120300751879699, 'support': 307.0}, 'accuracy': 0.8333333333333334, 'macro avg': {'precision': 0.8299010945160188, 'recall': 0.8404166145837162, 'f1-score': 0.8311647381927874, 'support': 750.0}, 'weighted avg': {'precision': 0.8436300497852773, 'recall': 0.8333333333333334, 'f1-score': 0.8346344904176609, '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": 0.75
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False