🛠 Hash code: 998dcfe6313c1bc73019ecfac5b2fa6f — Last modification: 2026-07-17 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 64

🛠 Hash code: e50301d6a6f019f09bfbafd5843538e6 — Last modification: 2026-07-17 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum)

🔒 Hash checksum: ddf51479d5297c0d83d8c05c90e71cf4 • 📆 Last updated: 2026-07-21 Verify Processor: 6-core 3.5 GHz minimum required RAM: required:

📡 Hash Check: e19e5bcc079e1f1ecaba43c77c4c3f44 | 📅 Last Update: 2026-07-19 Verify Processor: high single-core performance needed for token latency

📎 HASH: 2c08b0b6b8e1aa734b36cc8ffbc58faf | Updated: 2026-07-20 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: enough space for

📎 HASH: 2c08b0b6b8e1aa734b36cc8ffbc58faf | Updated: 2026-07-20 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: enough space for

📊 File Hash: 3a3491e886b9da52ff6c8f6574f8ca5b — Last update: 2026-07-15 Verify Processor: Intel i5 or AMD Ryzen 5 for basic

📊 File Hash: 3a3491e886b9da52ff6c8f6574f8ca5b — Last update: 2026-07-15 Verify Processor: Intel i5 or AMD Ryzen 5 for basic

For the fastest local setup of this model, enabling Windows Features is best. Follow the guidelines below to