Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG/runs/0unb1vem

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.681945

Validation Accuracy: 0.753333

Validation F1: 0.739807

{'0': {'precision': 0.7229862475442044, 'recall': 0.8932038834951457, 'f1-score': 0.7991313789359392, 'support': 412.0}, '1': {'precision': 0.8174273858921162, 'recall': 0.5828402366863905, 'f1-score': 0.6804835924006909, 'support': 338.0}, 'accuracy': 0.7533333333333333, 'macro avg': {'precision': 0.7702068167181603, 'recall': 0.7380220600907681, 'f1-score': 0.739807485668315, 'support': 750.0}, 'weighted avg': {'precision': 0.7655477205596634, 'recall': 0.7533333333333333, 'f1-score': 0.7456607764707207, '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