Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/rp_1_seed66/ep4.ckpt

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

Epochs: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.469898

Validation Accuracy: 0.816000

Validation F1: 0.814893

{'0': {'precision': 0.907859078590786, 'recall': 0.7630979498861048, 'f1-score': 0.8292079207920792, 'support': 439.0}, '1': {'precision': 0.7270341207349081, 'recall': 0.8906752411575563, 'f1-score': 0.8005780346820809, 'support': 311.0}, 'accuracy': 0.816, 'macro avg': {'precision': 0.817446599662847, 'recall': 0.8268865955218305, 'f1-score': 0.81489297773708, 'support': 750.0}, 'weighted avg': {'precision': 0.8328769960665486, 'recall': 0.816, 'f1-score': 0.8173360613517999, '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": 1.0
                "seed": 66
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False