Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: xlm-roberta-base

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG-NO-MRP/runs/w3r2i0yd

Epochs: 5

Steps: 750

Validation Time: 0.01s

Validation Loss: 0.898415

Validation Accuracy: 0.736000

Validation F1: 0.720982

{'0': {'precision': 0.708984375, 'recall': 0.8810679611650486, 'f1-score': 0.7857142857142857, 'support': 412.0}, '1': {'precision': 0.7941176470588235, 'recall': 0.5591715976331361, 'f1-score': 0.65625, 'support': 338.0}, 'accuracy': 0.736, 'macro avg': {'precision': 0.7515510110294117, 'recall': 0.7201197793990923, 'f1-score': 0.7209821428571428, 'support': 750.0}, 'weighted avg': {'precision': 0.7473511029411765, 'recall': 0.736, 'f1-score': 0.7273690476190477, '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