https://ai-blog.noorshomelab.dev/tags/onnx/Recent content in ONNX on AI VOIDHugoenSun, 07 Jun 2026 00:00:00 +0000https://ai-blog.noorshomelab.dev/gemma-4-qat-guide-2026/deploying-to-edge-devices/Sun, 07 Jun 2026 00:00:00 +0000https://ai-blog.noorshomelab.dev/gemma-4-qat-guide-2026/deploying-to-edge-devices/<h2 id="the-edge-advantage-deploying-gemma-4-qat-models">The Edge Advantage: Deploying Gemma 4 QAT Models</h2> <p>Welcome back, future AI architects! In previous chapters, we&rsquo;ve explored the foundational power of Gemma 4 and the critical role of quantization in making large language models more efficient. Now, we&rsquo;re going to put that knowledge into action by diving deep into the world of <strong>Quantization-Aware Training (QAT)</strong> and its transformative impact on deploying Gemma 4 models to resource-constrained environments like mobile phones and laptops.</p>