"Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and ..."

Lu Yin et al. (2024)

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type: Conference or Workshop Paper

metadata version: 2024-09-02

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Lu Yin, Ajay Kumar Jaiswal, Shiwei Liu, Souvik Kundu, Zhangyang Wang:
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs "Difficult" Downstream Tasks in LLMs. ICML 2024

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