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-1/runs/vm3y05ko

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.838029

Validation Accuracy: 0.745333

Validation F1: 0.732048

{'0': {'precision': 0.7188118811881188, 'recall': 0.8810679611650486, 'f1-score': 0.7917121046892039, 'support': 412.0}, '1': {'precision': 0.8, 'recall': 0.5798816568047337, 'f1-score': 0.6723842195540308, 'support': 338.0}, 'accuracy': 0.7453333333333333, 'macro avg': {'precision': 0.7594059405940594, 'recall': 0.7304748089848911, 'f1-score': 0.7320481621216174, 'support': 750.0}, 'weighted avg': {'precision': 0.7554006600660065, 'recall': 0.7453333333333333, 'f1-score': 0.7379350044549525, '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