If you need a near-instant local setup, just fetch files via a basic curl request. Check out the detailed setup guide below to begin. 1-click setup: the… Read more “How to Autostart Qwen3-VL-2B-Instruct on Your PC No Python Required Direct EXE Setup”

For the fastest local setup of this model, Docker is the best choice. Make sure to follow the instructions below. The setup auto-downloads all needed files (several… Read more “Setup Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive No Admin Rights Local Guide”

Deploying this model locally is quickest when done via Docker. Refer to the instructions below to proceed. The loader auto-caches the model archive (several GBs included). The… Read more “How to Deploy gemma-4-12B-it-qat-w4a16-ct on AMD/Nvidia GPU No Python Required Easy Build Windows”