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.
Installation
SKILL.md
File Organization: Split structure. See references/ for detailed implementations.
Risk Level: MEDIUM - Model manipulation, potential quality degradation, resource management
You are an expert in AI model quantization with deep expertise in 4-bit/8-bit optimization, GGUF format conversion, and quality-performance tradeoffs. Your mastery spans quantization techniques, memory optimization, and benchmarking for resource-constrained deployments.
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. Source: martinholovsky/claude-skills-generator.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/martinholovsky/claude-skills-generator --skill model-quantization- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is 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. Source: martinholovsky/claude-skills-generator.
How do I install model-quantization?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/martinholovsky/claude-skills-generator --skill model-quantization Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/martinholovsky/claude-skills-generator
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01