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cs.CL 1

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2025 1

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M-Wanda: Improving One-Shot Pruning for Multilingual LLMs

cs.CL · 2025-05-27 · conditional · novelty 6.0

M-Wanda improves one-shot pruning for multilingual LLMs by combining cross-lingual activation variance, activation probability, and correlation-weighted layerwise sparsity, reducing perplexity and boosting downstream tasks relative to Wanda.

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  • M-Wanda: Improving One-Shot Pruning for Multilingual LLMs cs.CL · 2025-05-27 · conditional · none · ref 6

    M-Wanda improves one-shot pruning for multilingual LLMs by combining cross-lingual activation variance, activation probability, and correlation-weighted layerwise sparsity, reducing perplexity and boosting downstream tasks relative to Wanda.