final_wo_mrp_0.5_seed42_no_ckpy_ep4

final_wo_mrp_0.5_seed42_no_ckpy_ep4

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/baseline-without-augmented-2-seed42-no-pre/runs/h32q8dy6

Training Information

Epochs: 4

Steps: 0

Validation Time: 0.01s

Performance Metrics

Main Metrics

Validation Loss: 0.456109

Validation Accuracy: 0.825333

Validation F1: 0.823842

Classification Report

{'0': {'precision': 0.8452088452088452, 'recall': 0.8349514563106796, 'f1-score': 0.8400488400488401, 'support': 412.0}, '1': {'precision': 0.8017492711370262, 'recall': 0.8136094674556213, 'f1-score': 0.8076358296622613, 'support': 338.0}, 'accuracy': 0.8253333333333334, 'macro avg': {'precision': 0.8234790581729357, 'recall': 0.8242804618831505, 'f1-score': 0.8238423348555507, 'support': 750.0}, 'weighted avg': {'precision': 0.8256230638271455, 'recall': 0.8253333333333334, 'f1-score': 0.8254413767012887, '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": 0.5
                "seed": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False