Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.75_s13_pre/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/lo9dmsyu

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.404382

Validation Accuracy: 0.810667

Validation F1: 0.810071

{'0': {'precision': 0.9312320916905444, 'recall': 0.7336343115124153, 'f1-score': 0.8207070707070707, 'support': 443.0}, '1': {'precision': 0.7057356608478803, 'recall': 0.9218241042345277, 'f1-score': 0.7994350282485876, 'support': 307.0}, 'accuracy': 0.8106666666666666, 'macro avg': {'precision': 0.8184838762692124, 'recall': 0.8277292078734715, 'f1-score': 0.8100710494778292, 'support': 750.0}, 'weighted avg': {'precision': 0.8389288859989472, 'recall': 0.8106666666666666, 'f1-score': 0.8119997146607317, '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