Published October 31, 2025
| Version v1
Preprint
Open
Behavioral Orchestration in Small Language Models: A lightweight behavioral architecture for runtime reasoning alignment
Authors/Creators
- 1. Independent Researcher (Open to institutional collaboration)
Description
This work presents the Behavioral Orchestration Framework (BOF) — a lightweight runtime architecture for regulating reasoning continuity and coherence in small language models. Applied to phi-3-mini (3.8B parameters), the framework demonstrates how structured feedback loops can improve behavioral stability, tone consistency, and compositional control without fine-tuning.
The repository includes:
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BOF_1whitepaper.pdf – main technical paper.
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BOF_2appendices.pdf – supplementary documentation.
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BOF_3outputs.pdf – optional full execution logs and raw outputs (available upon request).
DOI: 10.5281/zenodo.17491151
Files
BOF_1whitepaper.pdf
Additional details
Additional titles
- Translated title (Spanish)
- Orquestación del Comportamiento en Modelos de Lenguaje Pequeños: Una arquitectura ligera para la alineación del razonamiento en tiempo de ejecución
Related works
- Is supplement to
- Other: https://github.com/eonimae/BOF_behavioral_orchestration_framework (URL)