📘 Build Hash: 8714ba641348374b4f1d8e5ef7c12fcb • 🗓 2026-07-16 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: at least 32 GB in dual-channel

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🧮 Hash-code: 3288d00c9be62c24e66206e26a17e92e • 📆 2026-07-15 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: at

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