Inconsistent evaluation result

Hi, guys. I’m learning how to train a transformer here. My accuracy initially is 0.78, then it jumps to 0.85, and 0.88 when I run
eval_result = trainer.evaluate() for a few times. Can anyone help me to have a look and tell me what’s the problem here? And if so, how can I solve this?

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