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punica
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punica

Serving multiple LoRA finetuned LLM as one

by punica-ai · GitHub
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large-language-modelsllmloraApache-2.0Python
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Run multiple specialized AI models efficiently without needing extra storage for each one.

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1.18k1.17k
2026-07-202026-08-31
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📄 About

Serving multiple LoRA finetuned LLM as one

punica has 1.2k stars on GitHub. It has been forked 64 times. punica is written mainly in Python. It has been in active development since 2023. punica is available under the Apache-2.0 license. Its main topics are large-language-models, llm, lora.

Frequently asked questions

What is punica?

Serving multiple LoRA finetuned LLM as one

Is punica open source?

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

Is punica free?

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

What license does punica use?

punica is available under the Apache-2.0 license.

What language is punica written in?

punica is written mainly in Python.

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