Backends

🗂 Hash: 263aa7b9e9b635647884ebf5a1849900 • Last Updated: 2026-07-21 Verify Processor: high single-core performance needed for token latency RAM: 48 GB needed […]

🔗 SHA sum: c73e8ab13d10ed17e2e062b9d290d729 | Updated: 2026-07-23 Verify Processor: next-gen chip for heavy context processing RAM: 64 GB to avoid

🔒 Hash checksum: 2351857999ee9ed69342c30589938a66 • 📆 Last updated: 2026-07-17 Verify CPU: multi-threading optimized for fast prompt processing RAM: 64 GB

🔐 Hash sum: 1a6e495fdb4f11c7b4b468676944b14d | 📅 Last update: 2026-07-21 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 64 GB

📘 Build Hash: dbb618840963b7d0b7b0060b4a93a563 • 🗓 2026-07-19 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: fast 5600MHz+

📡 Hash Check: 88b544a5ef62081d209070294d25fd51 | 📅 Last Update: 2026-07-18 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM:

🗂 Hash: 6b2e32f67ee46fd7bb0b0de96d078479 • Last Updated: 2026-07-15 Verify Processor: high single-core performance needed for token latency RAM: minimum 16 GB

🧮 Hash-code: e43dc15dde1e189e83fd06fcd85febb0 • 📆 2026-07-15 Verify CPU: multi-threading optimized for fast prompt processing RAM: minimum 16 GB for stable

To get this model running locally in no time, utilize the built-in WSL tools. Refer to the instructions below to