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Gemma 4 QAT on a 1080 Ti: What 'Quantization-Aware' Actually Buys — and Fitting the 12B on 8 GB at 16k

Quantization-Aware Training (QAT) is the headline feature of the Gemma 4 release: models trained to...

Dev.to | Jun 11, 2026 | byeongsoo kang

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