xlmr-sold_mrp0.75_s13_final_ep5_ep2

xlmr-sold_mrp0.75_s13_final_ep5_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/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/138s29nq

Training Information

Epochs: 2

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.419339

Validation Accuracy: 0.802667

Validation F1: 0.801985

Classification Report

{'0': {'precision': 0.9202279202279202, 'recall': 0.7291196388261851, 'f1-score': 0.8136020151133502, 'support': 443.0}, '1': {'precision': 0.6992481203007519, 'recall': 0.9087947882736156, 'f1-score': 0.7903682719546742, 'support': 307.0}, 'accuracy': 0.8026666666666666, 'macro avg': {'precision': 0.8097380202643361, 'recall': 0.8189572135499004, 'f1-score': 0.8019851435340122, 'support': 750.0}, 'weighted avg': {'precision': 0.8297735221243993, 'recall': 0.8026666666666666, 'f1-score': 0.8040916695803988, '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