Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG/runs/0unb1vem

Epochs: 3

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.602969

Validation Accuracy: 0.756000

Validation F1: 0.741609

{'0': {'precision': 0.7223300970873786, 'recall': 0.9029126213592233, 'f1-score': 0.8025889967637541, 'support': 412.0}, '1': {'precision': 0.8297872340425532, 'recall': 0.5769230769230769, 'f1-score': 0.680628272251309, 'support': 338.0}, 'accuracy': 0.756, 'macro avg': {'precision': 0.7760586655649659, 'recall': 0.7399178491411501, 'f1-score': 0.7416086345075315, 'support': 750.0}, 'weighted avg': {'precision': 0.7707574468085105, 'recall': 0.756, 'f1-score': 0.7476253635834789, '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