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args=training_args, train_dataset=dataset_encoded['train'], eval_dataset=dataset_encoded['test'], compute_metrics=compute_metrics, tokenizer=tokenizer, data_collator=data_collator, ) trainer.train() When in training, you need to look out for overfitting. As both the training and evaluation datasets