🧮 Hash-code: 62e0f48e07ceab4a1aaa31e8e54284ec • 📆 2026-07-23VerifyCPU: 8-core / 16-thread recommended for orchestration RAM: minimum 16 GB for stable 8B model loading Disk Space: 100 GB for multi-modal model vision components…

🧩 Hash sum → 1fa72c9014509f37c5799915332dc6b2 — Update date: 2026-07-20VerifyCPU: multi-threading optimized for fast prompt processing RAM: 32 GB or higher for smooth 32k context lengths Disk: high-speed SSD 120 GB…