🌍 Llama 3.1 Geopolitical Intelligence Engine (GGUF)

📌 Project Overview

A specialized GGUF deployment of Meta-Llama-3.1-8B-Instruct. This model is highly optimized for complex instruction following and structured Strategic Geopolitical Forecasting for the 2026 Middle Eastern landscape.

🏛️ Institutional Affiliation

Technology and Artificial Intelligence Presidency Turkmen Students and Youth Union

🖋️ Lead Developer & AI Researcher

Abdullah Ali Bahaaldeen General Secretary of Technology and Artificial Intelligence

🛠️ Quantization Tiers

Q8_0: High-fidelity reasoning for server deployment.
Q4_K_M: Optimal balance for consumer hardware (Macbook/Arch Linux compatible).
Q2_K: Ultra-lightweight mobile & edge node execution.

Pipeline Executed and Verified on: 2026-02-23

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