# Scottcjn/ram-coffers - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 48.6 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 160
- **Description**: LLM infrastructure cost reduction via NUMA-aware weight banking: 147 t/s (8.8x stock llama.cpp) on refurbished enterprise POWER8. Self-hosted inference, no cloud APIs. Part of the Proof of Physical AI stack.

## Contributor Metrics
- **Time to First Response**: ~77.0 hours
- **External PR Merge Rate**: 100.0%
- **First-Timer Success Rate**: 0.0%
- **Maintainers Active**: 1

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~77.0 hours). Check active issues before submitting large PRs.

---
Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/Scottcjn/ram-coffers)