Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.25_s13_pre/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/hm4rfy5e

Epochs: 5

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.395451

Validation Accuracy: 0.840000

Validation F1: 0.837767

{'0': {'precision': 0.9088607594936708, 'recall': 0.8103837471783296, 'f1-score': 0.8568019093078759, 'support': 443.0}, '1': {'precision': 0.7633802816901408, 'recall': 0.8827361563517915, 'f1-score': 0.8187311178247734, 'support': 307.0}, 'accuracy': 0.84, 'macro avg': {'precision': 0.8361205205919058, 'recall': 0.8465599517650606, 'f1-score': 0.8377665135663246, 'support': 750.0}, 'weighted avg': {'precision': 0.8493107505794258, 'recall': 0.84, 'f1-score': 0.8412182653274592, '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