🌍 Geopolitical Intelligence Engine - Qwen2.5 3B (GGUF)
🖋️ Lead Researcher & AI Engineer
Abdullah Ali Bahaaldeen
📌 Project Objectives
This specialized GGUF quantization series of Qwen/Qwen2.5-3B-Instruct provides an ultra-efficient computational framework for advanced Geopolitical Scenario Modeling in the 2026 strategic horizon. The 3B parameter choice ensures maximum execution speed and low resource footprint on custom Arch Linux architectures (TuraOS) without compromising analytical depth.
🛠️ Quantization Tiers
- Q8_0: High-fidelity reasoning.
- Q4_K_M: Optimal analytical balance for seamless local OSINT execution.
- Q2_K: Ultra-lightweight edge node execution.
Pipeline Compiled and Synchronized via Kaggle Cloud on: 2026-02-25 23:37:10
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