Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed42/runs/r1os2kww

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.546689

Validation Accuracy: 0.776000

Validation F1: 0.762309

{'0': {'precision': 0.7355212355212355, 'recall': 0.9247572815533981, 'f1-score': 0.8193548387096774, 'support': 412.0}, '1': {'precision': 0.8663793103448276, 'recall': 0.5946745562130178, 'f1-score': 0.7052631578947368, 'support': 338.0}, 'accuracy': 0.776, 'macro avg': {'precision': 0.8009502729330316, 'recall': 0.7597159188832079, 'f1-score': 0.7623089983022071, 'support': 750.0}, 'weighted avg': {'precision': 0.7944946079084011, 'recall': 0.776, 'f1-score': 0.7679375212224109, '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