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: 2

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.394413

Validation Accuracy: 0.821333

Validation F1: 0.811415

{'0': {'precision': 0.8277310924369747, 'recall': 0.8834080717488789, 'f1-score': 0.8546637744034707, 'support': 446.0}, '1': {'precision': 0.8102189781021898, 'recall': 0.7302631578947368, 'f1-score': 0.7681660899653979, 'support': 304.0}, 'accuracy': 0.8213333333333334, 'macro avg': {'precision': 0.8189750352695823, 'recall': 0.8068356148218079, 'f1-score': 0.8114149321844344, 'support': 750.0}, 'weighted avg': {'precision': 0.8206328487599418, 'recall': 0.8213333333333334, 'f1-score': 0.8196033796445719, '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