quantization-evaluation-pipeline

Features and purpose

Execute GGUF quantization with imatrix protection, perform statistical benchmark evaluation with error bars, generate academic-style methodology documentation, and create comprehensive scorecards. Use when evaluating model quantization quality, comparing quantization methods, or generating publication-ready evaluation results with subagent execution and PowerShell progress visualization.

Quick start

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.