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Agent Skills Guide

model-pruning

published 2026/01/23

Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal accuracy loss, or enabling faster inference on hardware accelerators. Covers unstructured pruning, structured pruning, N:M sparsity, magnitude pruning, and one-shot methods.

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add davila7/claude-code-templates/cli-tool/components/skills/ai-research/emerging-techniques-model-pruning

Local download

Download only this skill directory.

Download model-pruning only
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