# Model Quantization Tool

> Model Quantization Tool - Auto-activating skill for ML Deployment. Triggers on: model quantization tool, model quantization tool Part of the ML Deployment skill category.

- Skill: `jeremylongshore/model-quantization-tool` (Agent Skill)
- Install (CLI): `npx skillmds@latest add jeremylongshore/model-quantization-tool`
- Raw SKILL.md: https://api.skillmd.com/api/skills/jeremylongshore/model-quantization-tool/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: MIT
- Author: jeremylongshore (https://skillmd.com/u/jeremylongshore)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/jeremylongshore/model-quantization-tool

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# Model Quantization Tool

## Purpose

This skill provides automated assistance for model quantization tool tasks within the ML Deployment domain.

## When to Use

This skill activates automatically when you:
- Mention "model quantization tool" in your request
- Ask about model quantization tool patterns or best practices
- Need help with machine learning deployment skills covering model serving, mlops pipelines, monitoring, and production optimization.

## Capabilities

- Provides step-by-step guidance for model quantization tool
- Follows industry best practices and patterns
- Generates production-ready code and configurations
- Validates outputs against common standards

## Example Triggers

- "Help me with model quantization tool"
- "Set up model quantization tool"
- "How do I implement model quantization tool?"

## Related Skills

Part of the **ML Deployment** skill category.
Tags: mlops, serving, inference, monitoring, production