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ReasonBorn: A Subject-Specific Small Language Model

ReasonBorn is a novel subject-specific Small Language Model (SS-SLM) architecture engineered to achieve near-perfect domain mastery.

Features

  • Nested Chain-of-Thought: Hierarchical decomposition of reasoning into verifiable subproblems.
  • Dual-Memory System: Separating episodic and semantic storage with provenance tracking.
  • Continual Learning: Elastic weight consolidation with generative replay.
  • System-Prompt Manager: Fine-grained operator control over reasoning modes.
  • Differential Privacy: DP-SGD training for sensitive data.

Installation

pip install -e .

Quickstart

See scripts/inference/inference_example.py for a basic usage example.

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SS-SLM

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