# Fine Tuning Whisper

**URL:** </static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffine-tuning-whisper%2F75027%3E%5C
**Category:** Beginners\
**Created:** [February 27, 2024, 4:58pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffine-tuning-whisper%2F75027 "2024-02-27T16:58:52Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![pngoo](https://avatars.discourse-cdn.com/v4/letter/p/34f0e0/32.png) [@pngoo](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fpngoo)%5C
**Post date:** [February 27, 2024, 4:58pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffine-tuning-whisper%2F75027%2F1 "2024-02-27T16:58:52Z")

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Hey @sanchit-gandhi-I’ve been following your Fine Tuning Whisper blog and forums posts all over hugging face and i’ve been trying to fine tune Whisper’s medium-en model on some of my own datasets with some success but mostly failures. I’m not well learned on ML/AI but I am able to get around. I was wondering if I could potentially get your consultation on my notebook to see what i might be doing incorrectly? When I attempt to train my model my wer becomes erratic. Not sure what might be the problem.

 ![image](https://us1.discourse-cdn.com/hellohellohello/original/3X/1/2/12c31a1fac3e3a27e8c6bf7fcc8e190ad190641b.png)