PH — The benchmark MVP architecture was fixed as a four-layer local evaluation…
The benchmark MVP architecture was fixed as a four-layer local evaluation pipeline: deterministic local inference (Ollama, seed=42, temperature=0, 4-bit quantization on 16 GB CPU), dataset/artifact management, experiment orchestration (JSON persistence), and a metrics+sustainability layer.
Source: PUMA project documentation · Traceability: corpus unit
PHASE-009· Confidence: verified-at-primary-source