# Whisper fine tuning

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**Category:** 🤗Transformers\
**Created:** [January 18, 2024, 2:01am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhisper-fine-tuning%2F69563 "2024-01-18T02:01:29Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![abhi2596](https://avatars.discourse-cdn.com/v4/letter/a/54ee81/32.png) [@abhi2596](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fabhi2596)%5C
**Post date:** [January 18, 2024, 2:01am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhisper-fine-tuning%2F69563%2F1 "2024-01-18T02:01:29Z")

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I fine-tuned the whisper-small checkpoint, but in inference I am getting this warning: ‘Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.’ I’m getting this warning after fine-tuning whisper. How can I avoid this error or how can I add special tokens so that I do not get this error?