Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed42/runs/r1os2kww

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.726286

Validation Accuracy: 0.553333

Validation F1: 0.372018

{'0': {'precision': 0.5519568151147098, 'recall': 0.9927184466019418, 'f1-score': 0.7094535993061578, 'support': 412.0}, '1': {'precision': 0.6666666666666666, 'recall': 0.01775147928994083, 'f1-score': 0.0345821325648415, 'support': 338.0}, 'accuracy': 0.5533333333333333, 'macro avg': {'precision': 0.6093117408906883, 'recall': 0.5052349629459413, 'f1-score': 0.3720178659354997, 'support': 750.0}, 'weighted avg': {'precision': 0.6036527215474584, 'recall': 0.5533333333333333, 'f1-score': 0.4053115249614046, '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