🏛️ qu_ssm (QU-SSM-15M): Continuous Quasi-Unitary State Space Foundation Model

qu_ssm-15M (QU-SSM-15M) is the lightweight dense foundation sequence model of the qu_ssm family, designed and invented by Prannessh K.V.A. (Sole Architect & Inventor). Built for embedded edge hardware and micro-controllers, it delivers continuous Lie-group unitary recurrence on SO(2) ≅ U(1) with dense SwiGLU representations (29.80M parameters).

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🔍 What is qu_ssm?

qu_ssm is a state-of-the-art linear-time sequence architecture that replaces real-valued negative dissipation (e^(-α·t) → 0) with non-dissipative SO(2) phase rotations (‖R(θ)‖₂ ≡ 1.00000).

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🔒 Intellectual Property & Citation

• Sole Architect & Inventor: Prannessh K.V.A.
• Official Research DOI: 10.5281/zenodo.22217820
• License: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)

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🔗 Related qu_ssm Hub Repositories

• 🚀 qu_ssm-130Moe (134.89M Flagship Model)
• ⚡ qu_ssm-60Moe (64.30M Mid-Tier Model)
• 🔬 qu_ssm-15M (29.80M Foundation Model)
• 🎨 qu_ssm Interactive Web Studio