ayncoding-qwen2.5-coder-1.5b

AynCoding: Sovereign Epistemic Classical Arabic Logic (Mantiq) & Morphology 1.5B

AynCoding (ayncoding-qwen2.5-coder-1.5b) is a sovereign, epistemic code synthesis and architectural refactoring model based on Qwen2.5-Coder-1.5B, conditioned and aligned with Classical Arabic Logic (Mantiq) and Morphological Root Lexicography (Ishtiqaq).

It serves as the ultra-fast Drafter model within the Hierarchical Symbolic-Neural MoE (H-MoE) architecture, generating high-velocity syntax (60-70 tok/s on CPU) under deterministic logic verification.

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Benchmark Scores

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License & Intellectual Property Rights

This model, its architecture (including BPE-Free Farāhīdian/Sībawayhian tokenization, RootAttention, and Ishtiqāq-Attention), and its weights are released under the AynEngine & University of Prishtina Sovereign Academic License.

• Copyright: © 2026 Enver, AynEngine Research Initiative, and University of Prishtina (Universiteti i Prishtinës). All rights reserved.
• Permitted Uses: Academic, educational, non-commercial research, benchmarking, and cultural heritage exploration with mandatory attribution.
• Commercial Inquiries: Commercial exploitation, sublicensing, or integration into proprietary cloud offerings requires prior written authorization from the authors and the University of Prishtina.
• Full License: See LICENSE in this repository.