How to Install gemma-4-26B-A4B-it-QAT-MLX-4bit Windows

How to Install gemma-4-26B-A4B-it-QAT-MLX-4bit Windows

To install this model locally in the shortest time, opt for Docker.

Review and follow the instructions below.

The installer automatically pulls the model (could be multiple GBs).

Once launched, the setup wizard will detect your specs to configure the model for maximum efficiency.

📎 HASH: f53d5b37ba66be0cec83d94401b1a064 | Updated: 2026-06-22



  • Processor: next-gen chip for heavy context processing
  • RAM: enough space for background apps and OS overhead
  • Disk: 150+ GB for high-context vector database storage
  • Graphics: stable 30+ tk/s at 4-bit quantization on medium setup

gemma-4-26B-A4B-it-QAT-MLX-4bit is a large language model built on the Gemma architecture with 26 billion parameters and optimized for instruction following. It leverages A4B design principles to improve inference efficiency while maintaining high fidelity in generation tasks. Through quantized aware training (QAT) and MLX optimizations, the model achieves compact 4‑bit representation without significant loss in accuracy. The resulting model excels in multilingual understanding, reasoning, and code generation, making it suitable for both research and production environments. Its reduced memory footprint enables deployment on consumer hardware and edge devices, broadening accessibility for developers. A quick reference of its core specs is provided below.

Parameters 26 B
Quantization 4‑bit QAT with MLX
  1. Installer pre-configuring Qwen2.5-Math checkpoints for offline statistical modeling
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  3. Downloader pulling specialized offline translation models for LibreTranslate systems
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  5. Installer deploying standalone local vector database engines for complex Dify workflow stacks
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  7. Setup utility configuring sub-millisecond local translation overlay setups for gaming arrays
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