metadata
license: mit
pipeline_tag: text-generation
tags:
- ensemble-learning
- consensus
- uncertainty-estimation
- rag
- fastapi
- research
library_name: fastapi
language:
- en
pretty_name: LiMp Pipeline – Topological Consensus
short_description: >
FastAPI microservice + algorithms for phase-coherence consensus, trinary
quantization, and Cardy-style boundary energy proxies inspired by EFL/3^627.
LiMp Pipeline – Topological Consensus Staging
This repo hosts:
api/: a FastAPI microservice for consensus, hallucination risk, and RAG reranking.consensus/: practical proxies for phase coherence and Cardy-style boundary energy inspired by the EFL/3^627 framework.experiments/: notebooks for Dual-LLM Resonance, Trinary vs Binary quantization, and Observer Saturation.paper/: the formal LaTeX spec.
Mathematical reference: see paper/EFL_3^627_Unified.pdf.