🗂 Hash: 43d86e9809da9709cde5c2d9f7e95a58 • Last Updated: 2026-07-18VerifyProcessor: high single-core performance needed for token latency RAM: minimum 16 GB for stable 8B model loading Storage: extra room for future model updates and datasets GPU: high memory bandwidth.

The most efficient approach for a local installation is leveraging Docker containers. Follow the sequence of steps detailed below. Everything happens automatically, including the heavy cloud asset download. To save you time, the system will automatically determine efficient resource.