Base Model: xlm-roberta-base

Intermediate Task:

Pre-Finetuned Model: xlm-roberta-base

Wandb Run URL: https://wandb.ai/s_haturusinghe-university-of-kelaniya/sold_without_mrp_to_hs_v2/runs/p8r455cx

Epochs: 1

Steps: 0

Validation Time: 0.01s

Validation Loss: 0.474182

Validation Accuracy: 0.824000

Validation F1: 0.820549

{'0': {'precision': 0.878345498783455, 'recall': 0.8148984198645598, 'f1-score': 0.8454332552693209, 'support': 443.0}, '1': {'precision': 0.7581120943952803, 'recall': 0.8371335504885994, 'f1-score': 0.7956656346749226, 'support': 307.0}, 'accuracy': 0.824, 'macro avg': {'precision': 0.8182287965893676, 'recall': 0.8260159851765796, 'f1-score': 0.8205494449721218, 'support': 750.0}, 'weighted avg': {'precision': 0.8291299585872287, 'recall': 0.824, 'f1-score': 0.8250617092393472, '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": 13
                "dataset": sold
                "finetuning_stage": final
                "val_int": 10000
                "patience": 3
                "skip_empty_rat": False