How to Deploy gemma-4-26B-A4B-it-qat-GGUF Windows 11 Zero Config

For the fastest local setup of this model, enabling Windows Features is best.

Follow the guidelines below to continue.

No manual effort needed; the setup auto-ingests the large data.

The deployment tool scans your environment and chooses the ideal parameters.

🧩 Hash sum → b637b08cad6cf12bf0f1a5eda62207e5 — Update date: 2026-07-06



  • Processor: Intel i5 or AMD Ryzen 5 for basic 7B models
  • RAM: 64 GB to avoid OOM crashes on large contexts
  • Disk Space: free: 80 GB on system drive for scratch space
  • GPU: RTX 4080 / RTX 4090 recommended for 26B-A4B fast inference

gemma-4-26B-A4B-it-qat-GGUF is a large language model built on the Gemma architecture with 26 billion parameters. It employs *QAT* techniques to improve inference efficiency while maintaining high performance. The model offers an 8K token context window, enabling detailed reasoning and long‑form generation. Benchmarks demonstrate *competitive* results across multilingual tasks, especially in code generation and factual QA. Its GGUF format ensures broad compatibility with inference engines and reduces memory usage for deployment.

Parameters 26 B
Context Length 8K tokens
Quantization QAT (GGUF)
Architecture Gemma‑4
Primary Use Text generation, code, QA
  • Setup utility adjusting memory-mapped file allocations for multi-gigabyte GGUF model weight blocks
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  • Setup tool mapping local CUDA environment variables for native nvcc code compilation
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  • Downloader for specialized TabbyML code-completion model backends
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