How to Launch gemma-4-31B-it-qat-w4a16-ct Quantized GGUF Windows

How to Launch gemma-4-31B-it-qat-w4a16-ct Quantized GGUF Windows

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

Follow the guidelines below to continue.

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

The smart installation system will instantly find the perfect configuration.

📡 Hash Check: e1361492fe3427a90ad2bfdb8ee98714 | 📅 Last Update: 2026-06-25



  • Processor: 4.0 GHz+ boost clock recommended for CPU inference
  • RAM: required: 16 GB absolute minimum for small models
  • Disk Space: free: 80 GB on system drive for scratch space
  • Graphic Processor: hardware Tensor Cores support needed for FP16 acceleration

The Gemma-4-31B-it-qat-w4a16-ct is a large language model designed for instruction following and conversational tasks. It leverages 31 billion parameters to achieve a balance between accuracy and computational efficiency. The model employs QAT (quantized aware training) combined with a w4a16 format, enabling reduced memory footprint while preserving performance. Its CT architecture incorporates advanced attention mechanisms that improve context retention and response relevance. The following table summarizes key technical attributes.

Parameter Count 31 B
Quantization QAT (w4a16)
Precision 16‑bit float
Training Method Instruction‑following fine‑tuning
Architecture CT with enhanced attention
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