Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.25_s13_pre/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/5hiw0788

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.414899

Validation Accuracy: 0.830667

Validation F1: 0.827013

{'0': {'precision': 0.8798076923076923, 'recall': 0.8261851015801355, 'f1-score': 0.8521536670547147, 'support': 443.0}, '1': {'precision': 0.7694610778443114, 'recall': 0.8371335504885994, 'f1-score': 0.8018720748829953, 'support': 307.0}, 'accuracy': 0.8306666666666667, 'macro avg': {'precision': 0.8246343850760018, 'recall': 0.8316593260343674, 'f1-score': 0.827012870968855, 'support': 750.0}, 'weighted avg': {'precision': 0.8346391447873485, 'recall': 0.8306666666666667, 'f1-score': 0.8315717353257575, '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": 0.25
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False