Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/xlmr-sold_mrp0.1_s13_pre/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_mrp_to_hs_v2/runs/rj5ahy4w

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.407814

Validation Accuracy: 0.830667

Validation F1: 0.820917

{'0': {'precision': 0.8278008298755186, 'recall': 0.9006772009029346, 'f1-score': 0.8627027027027027, 'support': 443.0}, '1': {'precision': 0.835820895522388, 'recall': 0.7296416938110749, 'f1-score': 0.7791304347826087, 'support': 307.0}, 'accuracy': 0.8306666666666667, 'macro avg': {'precision': 0.8318108626989533, 'recall': 0.8151594473570047, 'f1-score': 0.8209165687426556, 'support': 750.0}, 'weighted avg': {'precision': 0.8310837100803037, 'recall': 0.8306666666666667, 'f1-score': 0.8284937877007442, '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": 0.1
                "seed": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False