Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-without-augmented-2-seed42/runs/plxfpbm4

Epochs: 5

Steps: 421

Validation Time: 0.01s

Validation Loss: 0.532945

Validation Accuracy: 0.817333

Validation F1: 0.812935

{'0': {'precision': 0.8035320088300221, 'recall': 0.883495145631068, 'f1-score': 0.8416184971098266, 'support': 412.0}, '1': {'precision': 0.8383838383838383, 'recall': 0.7366863905325444, 'f1-score': 0.784251968503937, 'support': 338.0}, 'accuracy': 0.8173333333333334, 'macro avg': {'precision': 0.8209579236069302, 'recall': 0.8100907680818061, 'f1-score': 0.8129352328068817, 'support': 750.0}, 'weighted avg': {'precision': 0.8192385666822753, 'recall': 0.8173333333333334, 'f1-score': 0.8157653148847724, '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