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Agent Skills Guide

hqq-quantization

published 2026/01/24

Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.

📦 Install Skill

Command line install

Install directly with the `skills` CLI.

npx skills add davila7/claude-code-templates/cli-tool/components/skills/ai-research/optimization-hqq

Local download

Download only this skill directory.

Download hqq-quantization only
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