PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)
Fine-tune large language models efficiently to improve their performance on various tasks.
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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.
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)
PiSSA is an open-source project.
Yes. PiSSA is free and open source — you can use, modify and self-host it.
PiSSA is written mainly in Jupyter Notebook.
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