{"id":9758,"date":"2026-06-28T19:18:19","date_gmt":"2026-06-28T19:18:19","guid":{"rendered":"https:\/\/opqconsulting.com\/?p=9758"},"modified":"2026-06-28T19:18:19","modified_gmt":"2026-06-28T19:18:19","slug":"gemma-4-31b-it-awq-4bit-pc-with-npu-for-low-vram-6gb-8gb","status":"publish","type":"post","link":"https:\/\/opqconsulting.com\/en\/gemma-4-31b-it-awq-4bit-pc-with-npu-for-low-vram-6gb-8gb\/","title":{"rendered":"gemma-4-31B-it-AWQ-4bit PC with NPU For Low VRAM (6GB\/8GB)"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"gemma-4-31B-it-AWQ-4bit PC with NPU For Low VRAM (6GB\/8GB)\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>To install this model locally in the <i>shortest time<\/i>, opt for <b>Docker<\/b>.<\/p>\n<p>Follow the <i>step-by-step<\/i> <b>instructions<\/b> below.<\/p>\n<p>Next, run the <b>Docker<\/b> command to <i>spin up<\/i> the container.<\/p>\n<table style=\"width:800px;max-width:800px;margin:0 auto 50px;border-collapse:collapse;border-radius:16px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 10px 30px rgba(0,0,0,0.06);border:1px solid rgba(0,0,0,0.03);\">\n<tr>\n<td style=\"padding:40px 50px;text-align:center;font-size:18px;color:#2d3748;line-height:1.8;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2C2C2C;font-family:'SF Mono';\">\ud83d\udcce HASH: f748d1f217ecaf3c6944a7d80c478c77 | 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It leverages <i>AWQ<\/i> quantization to achieve <b>4\u2011bit<\/b> precision while preserving much of the original performance. The model supports a <b>2048\u2011token context window<\/b>, enabling coherent long\u2011form generation. Benchmarks show it rivals larger models on reasoning, coding, and multilingual tasks despite its reduced memory footprint. Its <i>compact design<\/i> makes it suitable for deployment on consumer\u2011grade hardware and edge devices. The following table compares key specifications with related models:  <\/p>\n<table>\n<tr>\n<th>Model<\/th>\n<th>Parameters<\/th>\n<th>Quantization<\/th>\n<th>Context Length<\/th>\n<th>Avg. 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Follow the step-by-step instructions below. 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