Deploy MiniMax-M2.7-NVFP4 on AMD/Nvidia GPU with Native FP4

Deploying locally takes the least amount of time when executed through native OS tools. Carefully read and apply the steps described below. 1-click setup: the app automatically fetches the large weight files. You don’t need to tweak anything; the installer…

How to Run gemma-4-E4B-it-MLX-8bit on Your PC One-Click Setup

The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. The client handles the setup, pulling gigabytes of data automatically. The automated script takes care of everything, tailoring the setup…

MiniMax-M2.5 PC with NPU One-Click Setup

To get this model running locally in no time, utilize the built-in WSL tools. Follow the guidelines below to continue. Be patient as the system self-retrieves massive model weights dynamically. During setup, the script automatically determines and applies the best…

Zero-Click Run gemma-4-12B-it No-Internet Version

If you need a near-instant local setup, just fetch files via a basic curl request. Use the instructions provided below to complete the setup. The download manager will automatically pull several gigabytes of data. The smart installation system will instantly…

Deploy GLM-OCR Locally (No Cloud) Uncensored Edition

For the fastest local setup of this model, Docker is the best choice. Make sure to follow the instructions below. The installer automatically pulls the model (could be multiple GBs). To guarantee smooth performance, the installation process auto-selects the best…

Run Qwen3.5-35B-A3B-FP8 on AMD/Nvidia GPU

The fastest way to get this model running locally is via Docker. Make sure to follow the instructions below. 1-click setup: the app automatically fetches the large weight files. Once launched, the setup wizard will detect your specs to configure…

How to Deploy gemma-4-31B-it via WebGPU (Browser)

For the fastest local setup of this model, Docker is the best choice. Refer to the instructions below to proceed. Once launched, the setup wizard will detect your specs to configure the model for maximum efficiency. 📎 HASH: 264e3e3105bd8449f9273b685539b817 |…