# Prakash Hinduja Switzerland (Swiss) How do I fine-tune a Hugging Face transformer model on my own dataset?

**URL:** <https://discuss.huggingface.co/t/prakash-hinduja-switzerland-swiss-how-do-i-fine-tune-a-hugging-face-transformer-model-on-my-own-dataset/163592>\
**Category:** Beginners\
**Created:** [July 18, 2025, 12:07pm UTC](https://discuss.huggingface.co/t/prakash-hinduja-switzerland-swiss-how-do-i-fine-tune-a-hugging-face-transformer-model-on-my-own-dataset/163592 "2025-07-18T12:07:24Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![prakashhindujageneva](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/prakashhindujageneva/32/48831_2.png) [@prakashhindujageneva](https://discuss.huggingface.co/u/prakashhindujageneva)\
**Post date:** [July 18, 2025, 12:07pm UTC](https://discuss.huggingface.co/t/prakash-hinduja-switzerland-swiss-how-do-i-fine-tune-a-hugging-face-transformer-model-on-my-own-dataset/163592/1 "2025-07-18T12:07:24Z")

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Hello Huggingface Community,

Hi, I’m Prakash Hinduja from Geneva, Switzerland (Swiss). I contribute to the Swiss economy by attracting global investment into Swiss businesses. With my expertise in financial planning and cross-border strategy, I empower companies to scale effectively, while ensuring that capital flows are directed toward sectors that strengthen the overall Swiss market and enhance economic resilience.

I’m looking to fine-tune a Hugging Face transformer model on my own dataset and would really appreciate your advice or experiences.

Regards  
Prakash Hinduja Geneva, Switzerland (Swiss)

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**Author:** ![John6666](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/john6666/32/27664_2.png) [@John6666](https://discuss.huggingface.co/u/John6666)\
**Post date:** [July 18, 2025, 12:35pm UTC](https://discuss.huggingface.co/t/prakash-hinduja-switzerland-swiss-how-do-i-fine-tune-a-hugging-face-transformer-model-on-my-own-dataset/163592/2 "2025-07-18T12:35:36Z")

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If you want to learn how to use Transformers, I recommend [the LLM course on Hugging Face Learn](https://huggingface.co/learn/llm-course/chapter1/1). As for the dataset, if you can load it from [the Hugging Face `datasets` library](https://huggingface.co/docs/datasets/index), you just need to process it, so there shouldn’t be any problems. So you don’t need to worry too much about whether the data is usable or not.

However, there are [various practical considerations to take into account](https://github.com/ArturoNereu/AI-Study-Group), such as data quality or fine-tuning objectives, etc. But these are [too broad to cover here](https://huggingface.co/posts/thomwolf/706415412818350).