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LLMs can Compress LLMs: Adaptive Pruning by Agents

As Large Language Models (LLMs) continue to scale, post-training pruning has emerged as a promising approach to reduce computational costs while preserving performance.

arXiv cs.CV · Jan 14, 2026 18:45 UTC · Paper: ~15 min

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LLMs can Compress LLMs: Adaptive Pruning by Agents

TLDR

As Large Language Models (LLMs) continue to scale, post-training pruning has emerged as a promising approach to reduce computational costs while preserving performance.

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