Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.1_s13_pre/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/rj5ahy4w

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.382359

Validation Accuracy: 0.836000

Validation F1: 0.833439

{'0': {'precision': 0.9, 'recall': 0.8126410835214447, 'f1-score': 0.8540925266903915, 'support': 443.0}, '1': {'precision': 0.7628571428571429, 'recall': 0.8697068403908795, 'f1-score': 0.8127853881278538, 'support': 307.0}, 'accuracy': 0.836, 'macro avg': {'precision': 0.8314285714285714, 'recall': 0.8411739619561621, 'f1-score': 0.8334389574091227, 'support': 750.0}, 'weighted avg': {'precision': 0.8438628571428571, 'recall': 0.836, 'f1-score': 0.837184137972126, '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": 0.1
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False