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: 5

Steps: 750

Validation Time: 0.01s

Validation Loss: 1.026889

Validation Accuracy: 0.738667

Validation F1: 0.719511

{'0': {'precision': 0.702247191011236, 'recall': 0.9101941747572816, 'f1-score': 0.7928118393234672, 'support': 412.0}, '1': {'precision': 0.8287037037037037, 'recall': 0.5295857988165681, 'f1-score': 0.6462093862815884, 'support': 338.0}, 'accuracy': 0.7386666666666667, 'macro avg': {'precision': 0.7654754473574699, 'recall': 0.7198899867869248, 'f1-score': 0.7195106128025278, 'support': 750.0}, 'weighted avg': {'precision': 0.7592369260646414, 'recall': 0.7386666666666667, 'f1-score': 0.7267430004859272, '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