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: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.574061

Validation Accuracy: 0.754667

Validation F1: 0.745810

{'0': {'precision': 0.7384937238493724, 'recall': 0.8567961165048543, 'f1-score': 0.7932584269662921, 'support': 412.0}, '1': {'precision': 0.7830882352941176, 'recall': 0.6301775147928994, 'f1-score': 0.6983606557377049, 'support': 338.0}, 'accuracy': 0.7546666666666667, 'macro avg': {'precision': 0.760790979571745, 'recall': 0.7434868156488769, 'f1-score': 0.7458095413519985, 'support': 750.0}, 'weighted avg': {'precision': 0.7585909836738044, 'recall': 0.7546666666666667, 'f1-score': 0.7504911647326089, '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