Gemma-4-26B¶

In this article

• Key Features
• Deployment Features
• Getting Started After Deploying Gemma-4-26B
• Ordering a Server with Gemma-4-26B via API

Key Features¶

• Mixture of Experts (MoE) Architecture: The model contains 25.2B active parameters out of 26B total, activating only ~3.8B parameters per token; this provides the speed of a dense 4B model with the intelligence level of a 26B model;
• Multimodality: Native support for processing text and image input with text output generation;
• Massive Context Window: Support for up to 256K tokens allows working with long documents, large codebases, and complex dialogues;
• Thinking Mode: A customizable reasoning mode for solving complex logical and analytical tasks;
• Agentic Capabilities: Native support for function calling and structured output for integration with external tools and APIs;
• Deployment Flexibility: The full version requires ~80GB VRAM, but Q4 quantization allows running the model on a 24GB GPU, while optimized builds can run on 16GB VRAM;
• Open WebUI Integration: A modern web interface for interaction via port 8080 with full control over data and request processing;
• Scalability: Support for multi-GPU configurations and load balancing across several GPUs;
• Security and Control: Local deployment ensures data privacy; OLLAMA_HOST and OLLAMA_ORIGINS settings guarantee network security;
• Performance: Utilization of LLAMA_FLASH_ATTENTION and efficient MoE architecture to accelerate request processing;
• Fault Tolerance: Built-in automatic restart system for containers and services to ensure stable operation.

Deployment Features¶

Getting Started After Deploying Gemma-4-26B¶

After payment is completed, a notification will be sent to the email address provided during registration once the server is ready for operation. This notification will include the VPS IP address, login and password for server connection, and a link to access the Open WebUI panel. Customers can manage their hardware in the Server Control Panel and API — Invapi.

• Authorization credentials for accessing the server operating system (e.g., via SSH) will be sent to you in an email.

• Link to access the Ollama control panel with Open WebUI web interface: located under the webpanel tag in the Configuration >> Tags section of the Invapi control panel. The exact link, formatted as https://gemma26b<Server_ID_from_Invapi>.hostkey.com, is sent in the email delivered upon server handover.

After clicking the link from the webpanel tag, the Get started with Open WebUI authorization window will open, where you must create an administrator username, email, and password for the chatbot, and then click the Create Admin Account button:

Ordering a Server with Gemma-4-26B via API¶

To install this software using the API, follow these instructions.