Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG/runs/ofer0kr5

Epochs: 5

Steps: 375

Validation Time: 0.01s

Validation Loss: 0.975307

Validation Accuracy: 0.757333

Validation F1: 0.745148

{'0': {'precision': 0.7290836653386454, 'recall': 0.8883495145631068, 'f1-score': 0.8008752735229759, 'support': 412.0}, '1': {'precision': 0.8145161290322581, 'recall': 0.5976331360946746, 'f1-score': 0.689419795221843, 'support': 338.0}, 'accuracy': 0.7573333333333333, 'macro avg': {'precision': 0.7717998971854518, 'recall': 0.7429913253288907, 'f1-score': 0.7451475343724094, 'support': 750.0}, 'weighted avg': {'precision': 0.7675852289765668, 'recall': 0.7573333333333333, 'f1-score': 0.7506460046352654, '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": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False