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-seed62-no-pre/runs/o9wk9tt3

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.388652

Validation Accuracy: 0.838667

Validation F1: 0.834919

{'0': {'precision': 0.8729411764705882, 'recall': 0.8470319634703196, 'f1-score': 0.8597914252607184, 'support': 438.0}, '1': {'precision': 0.7938461538461539, 'recall': 0.8269230769230769, 'f1-score': 0.8100470957613815, 'support': 312.0}, 'accuracy': 0.8386666666666667, 'macro avg': {'precision': 0.8333936651583711, 'recall': 0.8369775201966982, 'f1-score': 0.8349192605110499, 'support': 750.0}, 'weighted avg': {'precision': 0.8400376470588234, 'recall': 0.8386666666666667, 'f1-score': 0.8390977841889943, 'support': 750.0}}

                "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": 62
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False