home/categories/framework-internals/martinholovsky-claude-skills-generator-skills-model-quantization-skill-md
framework-internalsdevelopment
model-quantization
Expert skill for AI model quantization and optimization. Covers 4-bit/8-bit quantization, GGUF conversion, memory optimization, and quality-performance tradeoffs for deploying LLMs in resource-constrained JARVIS environments.
maintainer
martinholovsky
Updated 11/25/2025
Stars
34
Forks
3
quick start
Installation and usage
Expert skill for AI model quantization and optimization. Covers 4-bit/8-bit quantization, GGUF conversion, memory optimization, and quality-performance tradeoffs for deploying LLMs in resource-constrained JARVIS environments.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use model-quantization