Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG/runs/z3wittqd

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.531841

Validation Accuracy: 0.749333

Validation F1: 0.731754

{'0': {'precision': 0.7113207547169811, 'recall': 0.9150485436893204, 'f1-score': 0.8004246284501062, 'support': 412.0}, '1': {'precision': 0.8409090909090909, 'recall': 0.5473372781065089, 'f1-score': 0.6630824372759857, 'support': 338.0}, 'accuracy': 0.7493333333333333, 'macro avg': {'precision': 0.776114922813036, 'recall': 0.7311929108979147, 'f1-score': 0.731753532863046, 'support': 750.0}, 'weighted avg': {'precision': 0.7697218982275587, 'recall': 0.7493333333333333, 'f1-score': 0.7385290809609694, '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