Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG/runs/ofer0kr5

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.691593

Validation Accuracy: 0.744000

Validation F1: 0.731794

{'0': {'precision': 0.7208835341365462, 'recall': 0.8713592233009708, 'f1-score': 0.789010989010989, 'support': 412.0}, '1': {'precision': 0.7896825396825397, 'recall': 0.5887573964497042, 'f1-score': 0.6745762711864407, 'support': 338.0}, 'accuracy': 0.744, 'macro avg': {'precision': 0.7552830369095429, 'recall': 0.7300583098753375, 'f1-score': 0.7317936300987149, 'support': 750.0}, 'weighted avg': {'precision': 0.7518889526359405, 'recall': 0.744, 'f1-score': 0.7374390761780591, '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