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-1/runs/vm3y05ko

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 1.030872

Validation Accuracy: 0.726667

Validation F1: 0.713116

{'0': {'precision': 0.7065868263473054, 'recall': 0.8592233009708737, 'f1-score': 0.7754654983570646, 'support': 412.0}, '1': {'precision': 0.7670682730923695, 'recall': 0.5650887573964497, 'f1-score': 0.6507666098807495, 'support': 338.0}, 'accuracy': 0.7266666666666667, 'macro avg': {'precision': 0.7368275497198374, 'recall': 0.7121560291836617, 'f1-score': 0.713116054118907, 'support': 750.0}, 'weighted avg': {'precision': 0.7338437983470809, 'recall': 0.7266666666666667, 'f1-score': 0.7192678659504053, '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