Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed43/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/subasa-xlmr-base-session2/runs/3usv5smt

Epochs: 4

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.396615

Validation Accuracy: 0.825333

Validation F1: 0.816449

{'0': {'precision': 0.835820895522388, 'recall': 0.8789237668161435, 'f1-score': 0.8568306010928962, 'support': 446.0}, '1': {'precision': 0.8078291814946619, 'recall': 0.7467105263157895, 'f1-score': 0.7760683760683761, 'support': 304.0}, 'accuracy': 0.8253333333333334, 'macro avg': {'precision': 0.821825038508525, 'recall': 0.8128171465659665, 'f1-score': 0.8164494885806362, 'support': 750.0}, 'weighted avg': {'precision': 0.8244749207698163, 'recall': 0.8253333333333334, 'f1-score': 0.8240949792162907, '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": 0.5
                "seed": 43
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False