# Inconsistent evaluation result

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**Category:** Beginners\
**Created:** [October 23, 2024, 1:07am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Finconsistent-evaluation-result%2F113480 "2024-10-23T01:07:32Z")\
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**Author:** ![why341](https://avatars.discourse-cdn.com/v4/letter/w/f08c70/32.png) [@why341](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fwhy341)%5C
**Post date:** [October 23, 2024, 1:07am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Finconsistent-evaluation-result%2F113480%2F1 "2024-10-23T01:07:32Z")

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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?