Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/138s29nq

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.379220

Validation Accuracy: 0.841333

Validation F1: 0.839067

{'0': {'precision': 0.9090909090909091, 'recall': 0.8126410835214447, 'f1-score': 0.8581644815256257, 'support': 443.0}, '1': {'precision': 0.7655367231638418, 'recall': 0.8827361563517915, 'f1-score': 0.8199697428139183, 'support': 307.0}, 'accuracy': 0.8413333333333334, 'macro avg': {'precision': 0.8373138161273754, 'recall': 0.847688619936618, 'f1-score': 0.839067112169772, 'support': 750.0}, 'weighted avg': {'precision': 0.8503293956514296, 'recall': 0.8413333333333334, 'f1-score': 0.8425301018129668, '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": 0.75
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False