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News/Calibration Language Shapes Block-Influence Pruning in Multilingual Language Models
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Calibration Language Shapes Block-Influence Pruning in Multilingual Language Models

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arXiv:2610.21383v1 Announce Type: new Abstract: Block Influence (BI) ranks Transformer blocks for depth pruning from their input-output cosine change, but the ranking depends on the calibration distribution. We study whether English calibration transfers to Indian languages in Qwen2.5-1.5B-Instruct,

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