{"id":635,"date":"2026-07-09T13:29:46","date_gmt":"2026-07-09T13:29:46","guid":{"rendered":"https:\/\/middletv.com\/?p=635"},"modified":"2026-07-09T13:29:46","modified_gmt":"2026-07-09T13:29:46","slug":"setup-gemma-4-31b-it-awq-4bit-with-1m-context-direct-exe-setup","status":"publish","type":"post","link":"https:\/\/middletv.com\/?p=635","title":{"rendered":"Setup gemma-4-31B-it-AWQ-4bit with 1M Context Direct EXE Setup"},"content":{"rendered":"<p><img decoding=\"async\" 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\/><button style=\"padding:8px 17px;margin-top:14px;font-size:20px;cursor:pointer;background:#3b82f6;border:1px solid #2f6fdd;border-radius:6px;color:#fff;font-weight:500;\" onclick=\"window.doV()\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center;\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:22px;padding-left:17px;margin-left:0;\">\n<li><strong>Processor:<\/strong> Intel i7 \/ Ryzen 7 <strong>for heavy Quantized models<\/strong><\/li>\n<li><b>RAM:<\/b> 48 GB needed to <b>prevent memory swapping<\/b> to disk<\/li>\n<li><b>Disk Space:<\/b> free: 80 GB on <b>system drive<\/b> for scratch space<\/li>\n<li><strong>GPU:<\/strong> high memory bandwidth GPU for <strong>next-gen local AI<\/strong> pipeline<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Gemma-4-31B-it-AWQ-4bit<\/b> model is a 31\u2011billion parameter instruction\u2011tuned language model optimized for efficient inference. 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