Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed42/runs/plxfpbm4

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.481493

Validation Accuracy: 0.786667

Validation F1: 0.776495

{'0': {'precision': 0.7530120481927711, 'recall': 0.9101941747572816, 'f1-score': 0.8241758241758241, 'support': 412.0}, '1': {'precision': 0.8531746031746031, 'recall': 0.636094674556213, 'f1-score': 0.7288135593220338, 'support': 338.0}, 'accuracy': 0.7866666666666666, 'macro avg': {'precision': 0.8030933256836872, 'recall': 0.7731444246567474, 'f1-score': 0.776494691748929, 'support': 750.0}, 'weighted avg': {'precision': 0.79815197297125, 'recall': 0.7866666666666666, 'f1-score': 0.7811992301483827, '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