← All skills

hqq-quantization

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By skillmds/skillmd (GitHub) · coding · 143 stars · scanned at commit 4467dd0

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.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'hqq-quantization' ] || [ -L ~/.agents/skills/'hqq-quantization' ]; then echo 'A skill folder named hqq-quantization already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/skillmds/skillmd' "$d" && git -C "$d" checkout --quiet '4467dd0debe8f189ba78142ee57ec42aea84e623' -- 'plugins/data-ml/skills/hqq-quantization' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/data-ml/skills/hqq-quantization' ~/.agents/skills/'hqq-quantization' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'hqq-quantization' ~/.claude/skills/'hqq-quantization' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for skillmds/skillmd shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/skillmds/skillmd.svg)](https://zalavijaysinh.github.io/skilltrust/repos/skillmds/skillmd/)

Score history