# Fine tuned whisper model export to .h5

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**Category:** Models\
**Created:** [July 1, 2024, 5:52pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffine-tuned-whisper-model-export-to-h5%2F95002 "2024-07-01T17:52:03Z")\
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**Author:** ![Roooy](https://avatars.discourse-cdn.com/v4/letter/r/82dd89/32.png) [@Roooy](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FRoooy)%5C
**Post date:** [July 1, 2024, 5:52pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffine-tuned-whisper-model-export-to-h5%2F95002%2F1 "2024-07-01T17:52:03Z")

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I tried whisper model finetuning by referring to the blog post.

> **[Fine-Tune Whisper For Multilingual ASR with 🤗 Transformers](https://huggingface.co/blog/fine-tune-whisper)**
>
> We’re on a journey to advance and democratize artificial intelligence through open source and open science.

I created `Seq2SeqTrainer` objects and ran train function.  
The `torch_model.bin` file was generated well and the test worked well with that model.

But if you look at the files of the Hugging Face Whisper models (e.g., whisper-tiny), `tf_model.h5`, `model.safetensors`, …etc. There are many other files.  
([openai/whisper-tiny at main](https://huggingface.co/openai/whisper-tiny/tree/main))

Among them, I need the tf\_model.h5 model file. I would like to know how to convert it to the result after `Seq2SeqTrainer`.