Wrappers

Homebrew offers the quickest path to setting up this model locally. Simply follow the directions outlined below. The engine will automatically fetch large dependencies in the background. The installer diagnoses your environment to deploy the most compatible profile. 🔍 Hash-sum: 8ad2c357d08a14a346c7afa00589076d | 🕓 Last update: 2026-06-28 Verify Processor: Intel i5…

If you want the fastest local installation for this model, use standard pip packages. Simply follow the directions outlined below. All large files and heavy weights are downloaded automatically by the script. An automated hardware sweep ensures the system will select the best tuning parameters. 📦 Hash-sum → f5f05ac5e219a0437f308218955aea32 |…

Deploying this model locally is quickest when done via Docker. Simply follow the directions outlined below. Then, run the specified Docker command to start the environment. 🗂 Hash: 53f002c2eef8505fe714d0344ceef456 • Last Updated: 2026-06-24 Verify CPU: multi-threading optimized for fast prompt processing RAM: 32 GB highly recommended for 26B+ GGUF models…