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Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

by MakazhanAlpamys · GitHub
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cliconsumer-gpudpoApache-2.0PythonSelf-hostable
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Fine-tune AI models quickly and easily with a single command.

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19874
2026-07-202026-08-05
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📄 About

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Soup has 198 stars on GitHub. It has been forked 26 times. Soup is written mainly in Python. It has been in active development since 2026. Soup is available under the Apache-2.0 license. Its main topics are cli, consumer-gpu, dpo, fine-tuning.

Frequently asked questions

What is Soup?

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Is Soup open source?

Soup is an open-source project. It is released under the Apache-2.0 license.

Is Soup free?

Yes. Soup is free and open source — you can use, modify and self-host it.

What license does Soup use?

Soup is available under the Apache-2.0 license.

What language is Soup written in?

Soup is written mainly in Python.

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