Docker offers the quickest path to setting up this model locally.
Review and follow the instructions below.
The setup auto-streams the model assets (expect a multi-GB download).
The setup file includes an intelligent feature that instantly optimizes all configurations for your hardware profile.
The Gemma-4-26B-A4B-NVFP4 model represents a significant advancement in open?source language models with its 26?billion parameters and optimized NVFP4 quantization. Built on a transformer?based architecture, it leverages a sparse attention mechanism to achieve longer contextual windows while maintaining computational efficiency. This model delivers state?of?the?art performance across a range of benchmarks, notably excelling in reasoning, coding, and multilingual tasks. Its NVFP4 precision format enables reduced memory footprint and faster inference on NVIDIA A4B GPUs, making it suitable for both research and production environments. The combination of large scale and efficient quantization positions Gemma-4-26B-A4B-NVFP4 as a versatile tool for developers seeking high?quality outputs without prohibitive hardware requirements. Organizations can fine?tune the model on domain?specific datasets to further customize its capabilities for specialized applications.
| Parameter Count | 26?B |
|---|---|
| Architecture | Transformer with sparse attention |
| Quantization | NVFP4 |
| Target GPU | NVIDIA A4B |
| Context Length | up to 128?k tokens |
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