Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: pre_finetune/mrp_0.5_seed43/ep4.ckpt

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/subasa-xlmr-base-session2/runs/3usv5smt

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.440392

Validation Accuracy: 0.802667

Validation F1: 0.792502

{'0': {'precision': 0.8170212765957446, 'recall': 0.8609865470852018, 'f1-score': 0.8384279475982532, 'support': 446.0}, '1': {'precision': 0.7785714285714286, 'recall': 0.7171052631578947, 'f1-score': 0.7465753424657534, 'support': 304.0}, 'accuracy': 0.8026666666666666, 'macro avg': {'precision': 0.7977963525835866, 'recall': 0.7890459051215483, 'f1-score': 0.7925016450320033, 'support': 750.0}, 'weighted avg': {'precision': 0.8014362715298885, 'recall': 0.8026666666666666, 'f1-score': 0.8011970249845467, '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": 43
                "dataset": sold
                "finetuning_stage": final
                "val_int": 1000
                "patience": 3
                "skip_empty_rat": False