Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.25_s13_pre/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/shs9zy2h

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.415308

Validation Accuracy: 0.801333

Validation F1: 0.800849

{'0': {'precision': 0.9273255813953488, 'recall': 0.7200902934537246, 'f1-score': 0.8106734434561627, 'support': 443.0}, '1': {'precision': 0.6945812807881774, 'recall': 0.9185667752442996, 'f1-score': 0.791023842917251, 'support': 307.0}, 'accuracy': 0.8013333333333333, 'macro avg': {'precision': 0.8109534310917631, 'recall': 0.8193285343490121, 'f1-score': 0.8008486431867068, 'support': 750.0}, 'weighted avg': {'precision': 0.83205558101348, 'recall': 0.8013333333333333, 'f1-score': 0.8026302069689015, '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