GGUF

📘 Build Hash: b81ccd5d53d4c0a8e41b8a63a2ea8cf2 • 🗓 2026-07-12 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: required: 16 GB absolute […]

🔒 Hash checksum: e2d7b39d4d15f02bd82cc0ea4988a09f • 📆 Last updated: 2026-07-14 Verify Processor: 6-core 3.5 GHz minimum required RAM: 32 GB highly

Running this model locally is fastest when deployed through a PowerShell script. Follow the guidelines below to continue. The installer

For an instant local deployment, running a pre-configured shell script is ideal. Just follow the guidelines provided below. The system

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

For the fastest local setup of this model, enabling Windows Features is best. Refer to the instructions below to proceed.

The fastest way to get this model running locally is via Optional Features. Please adhere to the deployment steps listed

The most efficient approach for a local installation is leveraging Docker containers. Make sure you implement the steps mentioned below.

The most rapid route to a local installation of this model is through WSL2. Just follow the guidelines provided below.

Homebrew offers the quickest path to setting up this model locally. Use the instructions provided below to complete the setup.