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🖹 HASH-SUM: 65aa68b8a01fea64229be3037b72ea90 | 📅 Updated on: 2026-07-22 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB or higher for smooth

🔍 Hash-sum: 5cc44be08306f28c4145a7e18b51c38e | 🕓 Last update: 2026-07-21 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 64 GB to avoid OOM crashes on large

🛡️ Checksum: 11785cdf2c2348a134c362ca3ce5aca1 — ⏰ Updated on: 2026-07-21 Verify CPU: multi-threading optimized for fast prompt processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Storage:

🔧 Digest: 9c2e0a7ee6d76b6b1db83d7437d7dc86 • 🕒 Updated: 2026-07-21 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: fast 5600MHz+ required to avoid memory bottlenecks Storage:100 GB

📎 HASH: fc226aa821e4a91931228e55962c4c48 | Updated: 2026-07-21 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: fast 5600MHz+ required to avoid memory bottlenecks Storage:100

🔒 Hash checksum: 6b9ba45334e8b879ea42e5d83db8dcba • 📆 Last updated: 2026-07-17 Verify Processor: 6-core 3.5 GHz minimum required RAM: minimum 16 GB for stable 8B model loading