Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug_1ng/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG-new/runs/ah2laohe

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.626414

Validation Accuracy: 0.756000

Validation F1: 0.742620

{'0': {'precision': 0.724950884086444, 'recall': 0.8956310679611651, 'f1-score': 0.8013029315960912, 'support': 412.0}, '1': {'precision': 0.8215767634854771, 'recall': 0.5857988165680473, 'f1-score': 0.6839378238341969, 'support': 338.0}, 'accuracy': 0.756, 'macro avg': {'precision': 0.7732638237859606, 'recall': 0.7407149422646062, 'f1-score': 0.7426203777151441, 'support': 750.0}, 'weighted avg': {'precision': 0.7684969470689416, 'recall': 0.756, 'f1-score': 0.7484103896980642, '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