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Mike Young @mikeyoung44

New Method Cuts AI Language Model Size By 30%

Adapt-Pruner cuts AI language model size by 20-30% without performance loss, ideal for smaller models under 7B params.

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  Overview

Introduces Adapt-Pruner, a novel method for making language models smaller and more efficient
Dynamically adjusts model structure during training using adaptive pruning
Achieves 20-30% reduction in model size while maintaining performance
Works particularly well for smaller language models under 7B parameters
Demonstrates importance scores change sig...