Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.1_seed66/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/ablataion-study-ctrl-1/runs/04m6p2i4

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.395399

Validation Accuracy: 0.810667

Validation F1: 0.809189

{'0': {'precision': 0.8938992042440318, 'recall': 0.7676537585421412, 'f1-score': 0.8259803921568627, 'support': 439.0}, '1': {'precision': 0.7265415549597856, 'recall': 0.8713826366559485, 'f1-score': 0.7923976608187134, 'support': 311.0}, 'accuracy': 0.8106666666666666, 'macro avg': {'precision': 0.8102203796019087, 'recall': 0.8195181975990449, 'f1-score': 0.8091890264877881, 'support': 750.0}, 'weighted avg': {'precision': 0.8245015656741643, 'recall': 0.8106666666666666, 'f1-score': 0.81205475289531, '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": 0.1
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False