🔐 Hash sum: a73abaa16e1d08b42235e03aff16db78 | 📅 Last update: 2026-07-18 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: high-speed DDR5 memory preferred for CPU offloading Storage: extra room for future model updates and datasets GPU: RTX 4080 / RTX 4090

Continue Reading

admin

💾 File hash: 09fb676ad2fbc0b40fdeee8ab7ba5b83 (Update date: 2026-07-16) Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: required: 16 GB absolute minimum for small models Disk Space: 100 GB for multi-modal model vision components GPU: high memory bandwidth GPU

Continue Reading

admin