Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42/ep5.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed42/runs/au89p9b2

Epochs: 5

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.483663

Validation Accuracy: 0.825333

Validation F1: 0.823374

{'0': {'precision': 0.8369304556354916, 'recall': 0.8470873786407767, 'f1-score': 0.841978287092883, 'support': 412.0}, '1': {'precision': 0.8108108108108109, 'recall': 0.7988165680473372, 'f1-score': 0.8047690014903129, 'support': 338.0}, 'accuracy': 0.8253333333333334, 'macro avg': {'precision': 0.8238706332231512, 'recall': 0.8229519733440569, 'f1-score': 0.823373644291598, 'support': 750.0}, 'weighted avg': {'precision': 0.8251592023678356, 'recall': 0.8253333333333334, 'f1-score': 0.8252093023813246, '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": 42
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False