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: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.557730

Validation Accuracy: 0.718667

Validation F1: 0.703618

{'0': {'precision': 0.6982248520710059, 'recall': 0.8592233009708737, 'f1-score': 0.7704026115342764, 'support': 412.0}, '1': {'precision': 0.7613168724279835, 'recall': 0.5473372781065089, 'f1-score': 0.6368330464716007, 'support': 338.0}, 'accuracy': 0.7186666666666667, 'macro avg': {'precision': 0.7297708622494947, 'recall': 0.7032802895386914, 'f1-score': 0.7036178290029385, 'support': 750.0}, 'weighted avg': {'precision': 0.7266583225785505, 'recall': 0.7186666666666667, 'f1-score': 0.7102072608793639, '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