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PiSSA
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PiSSA

PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)

by MuLabPKU · GitHub
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fine-tuningpeftquantizationJupyter Notebook
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Fine-tune large language models efficiently to improve their performance on various tasks.

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2026-07-202026-08-31
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PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)

PiSSA has 430 stars on GitHub. It has been forked 22 times. PiSSA is written mainly in Jupyter Notebook. It has been in active development since 2024. Its main topics are fine-tuning, peft, quantization.

Frequently asked questions

What is PiSSA?

PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)

Is PiSSA open source?

PiSSA is an open-source project.

Is PiSSA free?

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

What language is PiSSA written in?

PiSSA is written mainly in Jupyter Notebook.

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