xlmr-sold_mrp0.25_s13_final_ep4_ep2

xlmr-sold_mrp0.25_s13_final_ep4_ep2

xlm-roberta-base Finetuning

Model Description

Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.25_s13_pre/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/shs9zy2h

Training Information

Epochs: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.348776

Validation Accuracy: 0.854667

Validation F1: 0.847085

Classification Report

{'0': {'precision': 0.8523206751054853, 'recall': 0.9119638826185101, 'f1-score': 0.88113413304253, 'support': 443.0}, '1': {'precision': 0.8586956521739131, 'recall': 0.7719869706840391, 'f1-score': 0.8130360205831904, 'support': 307.0}, 'accuracy': 0.8546666666666667, 'macro avg': {'precision': 0.8555081636396992, 'recall': 0.8419754266512747, 'f1-score': 0.8470850768128602, 'support': 750.0}, 'weighted avg': {'precision': 0.8549301657188283, 'recall': 0.8546666666666667, 'f1-score': 0.8532593056758403, '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": 0.25
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False