Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed42_aug/ep3.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/baseline-WITH-augmented-2-seed42-1NG/runs/ofer0kr5

Epochs: 4

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.753740

Validation Accuracy: 0.757333

Validation F1: 0.746360

{'0': {'precision': 0.7327935222672065, 'recall': 0.8786407766990292, 'f1-score': 0.7991169977924945, 'support': 412.0}, '1': {'precision': 0.8046875, 'recall': 0.6094674556213018, 'f1-score': 0.6936026936026936, 'support': 338.0}, 'accuracy': 0.7573333333333333, 'macro avg': {'precision': 0.7687405111336032, 'recall': 0.7440541161601655, 'f1-score': 0.746359845697594, 'support': 750.0}, 'weighted avg': {'precision': 0.765193741565452, 'recall': 0.7573333333333333, 'f1-score': 0.7515652180376242, '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