Leaner Large Language Models

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Leaner large language models

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new LLM compression approach

ScienceDaily

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Leaner large language models could enable efficient local use on phones and laptops

Summary

Nutrition label

79% Informative

Leaner large language models could enable efficient local use on phones and laptops.

New algorithm, developed by engineers at Princeton and Stanford Engineering , works by trimming redundancies and reducing the precision of an LLM 's layers of information.

This type of leaner LLM could be stored and accessed locally on a phone or laptop.

Using LLMs compressed in this way could be suitable for situations that don't require the highest possible precision.

The ability to fine-tune compressed LLMs on edge devices like a smartphone or laptop enhances privacy by allowing organizations and individuals to adapt models to their specific needs without sharing sensitive data with third -party providers.

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Informative language

Neutral language

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formal

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English

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not offensive

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not hateful