ConstantQJ/aure-v10

TEXT GENERATIONConcurrency Cost:1Model Size:14.8BQuant:FP8Ctx Length:32kPublished:Mar 18, 2026License:cip1-proprietary-1.0Architecture:Transformer Cold

ConstantQJ/aure-v10 is a 14 billion parameter sovereign AI model developed by CIP1 LLC (dba ConstantOne). This model is designed for multi-domain inference, excelling in reasoning across financial, legal, health, and research sectors. It integrates edge inference capabilities with its larger reasoning capacity, making it suitable for diverse applications requiring robust, domain-specific intelligence.

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Overview

ConstantQJ/aure-v10 is a 14 billion parameter model developed by CIP1 LLC (dba ConstantOne), designed for sovereign multi-domain inference. This model is part of the AURE AI system, which spans from efficient edge inference (achieving 43 microseconds and 0.16 millijoules) to its 14B reasoning capabilities.

Key Capabilities

  • Multi-Domain Reasoning: Excels in complex inference across specialized domains including financial, legal, health, and research.
  • Sovereign AI System: Implies a self-contained and independent operational capability, suitable for sensitive applications.
  • Edge Inference Integration: Features highly efficient edge inference, indicating suitability for low-latency and resource-constrained environments.

Licensing and Provenance

The model is released under the CIP1 LLC Proprietary License v1.0, which permits academic/research use with attribution, but requires a separate license for commercial applications. All model artifacts are cryptographically signed with Ed25519 keys by CIP1 LLC, allowing for verification of authenticity.

Good For

  • Applications requiring robust reasoning in specific, sensitive domains like finance, law, and healthcare.
  • Use cases demanding a sovereign AI solution with verifiable provenance.
  • Scenarios benefiting from integrated edge inference capabilities alongside a powerful 14B parameter model.