# Converting finetuned Pytorch Whisper model to HF

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**Category:** Beginners\
**Created:** [January 15, 2023, 6:07am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fconverting-finetuned-pytorch-whisper-model-to-hf%2F29634 "2023-01-15T06:07:58Z")\
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**Author:** ![aaprajo](https://avatars.discourse-cdn.com/v4/letter/a/35a633/32.png) [@aaprajo](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Faaprajo)%5C
**Post date:** [January 15, 2023, 6:07am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fconverting-finetuned-pytorch-whisper-model-to-hf%2F29634%2F1 "2023-01-15T06:07:58Z")

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I have a custom fine tuned pytorch based Whisper model. I would like to convert this model to HuggingFace format so that I can fine tune it further using the HuggingFace way.  
Can you please let me know how to do this?

I understand that there is already a Whisper model in HuggingFace format on HuggingFace repository but I can not use that because of some restrictions on my end.

Thanks