# Scottcjn/ram-coffers

<https://repo.masters-masters.com/en/repos/Scottcjn/ram-coffers>

[Home](https://repo.masters-masters.com/en) › [Scottcjn](https://repo.masters-masters.com/en/owners/Scottcjn) › [ram-coffers](https://repo.masters-masters.com/en/repos/Scottcjn/ram-coffers)

Scottcjn/ram-coffers has 173 stars on GitHub. Its RepoMasters card: Prototype tier. LLM infrastructure cost reduction via NUMA-aware weight banking: 147 t/s…

| Field | Value |
| --- | --- |
| Owner | [Scottcjn](https://repo.masters-masters.com/en/owners/Scottcjn) |
| Stars | 173 |
| Forks | 59 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | AGPL-3.0 |
| Created | 2026 |
| Topics | llama-cpp, llm, numa, power8, ai-inference, depin, hebbian, powerpc, proof-of-physical-ai, vec-perm |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [Scottcjn/ram-coffers](https://github.com/Scottcjn/ram-coffers) |

## Repository

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.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.