{"id":2449,"date":"2024-05-13T05:58:16","date_gmt":"2024-05-12T21:58:16","guid":{"rendered":"https:\/\/infernews.com\/?p=2449"},"modified":"2024-05-17T06:46:39","modified_gmt":"2024-05-16T22:46:39","slug":"%e6%ac%8a%e9%87%8d%e9%87%8f%e5%8c%96%e7%b0%a1%e4%bb%8b","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/%e6%ac%8a%e9%87%8d%e9%87%8f%e5%8c%96%e7%b0%a1%e4%bb%8b\/","title":{"rendered":"\u6b0a\u91cd\u91cf\u5316\u7c21\u4ecb"},"content":{"rendered":"\n<p>\u6a19\u8a18\u70ba\u7684 LLM Q2_K\u24d8, Q4_K_M\u24d8, Q5_0\u24d8\uff0c Q8_0\u24d8 \u7b49\u5177\u6709\u4e0d\u540c\u7684\u201c\u91cf\u5316\u201d\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p>\u91cf\u5316\u662f\u6307\u80fd\u5920\u5728\u6709\u9650\u8cc7\u6e90\u7684\u5e73\u53f0\u4e0a\u904b\u884c\u6a21\u578b\u7684\u6280\u8853\u3002\u9019\u662f\u4e00\u500b\u6d3b\u8e8d\u7684\u7814\u7a76\u9818\u57df\u3002\u4e86\u89e3\u66f4\u591a\u6709\u95dc\u91cf\u5316\u7684\u8cc7\u8a0a \u2197<br>\u9078\u64c7\u300c\u6700\u4f73\u300d\u91cf\u5316\u7b49\u7d1a\u901a\u5e38\u9700\u8981\u5728\u6a94\u6848\u5927\u5c0f\u3001\u54c1\u8cea\u548c\u6548\u80fd\u4e4b\u9593\u9032\u884c\u5404\u7a2e\u6b0a\u8861\u3002\u8f03\u9ad8\u7684\u91cf\u5316\u300c\u4f4d\u6578\u300d\uff084 \u4f4d\u6216\u66f4\u591a\uff09\u901a\u5e38\u53ef\u4ee5\u4fdd\u7559\u66f4\u591a\u7684\u8cea\u91cf\uff0c\u800c\u8f03\u4f4e\u7684\u7d1a\u5225\u6703\u9032\u4e00\u6b65\u58d3\u7e2e\u6a21\u578b\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u8cea\u91cf\u7684\u986f\u8457\u640d\u5931\u3002\u9078\u64c7\u8207\u60a8\u7684\u786c\u9ad4\u529f\u80fd\u76f8\u7b26\u4e26\u6eff\u8db3\u4efb\u52d9\u6548\u80fd\u9700\u6c42\u7684\u91cf\u5316\u7b49\u7d1a\u3002\u5982\u679c\u60a8\u4e0d\u78ba\u5b9a\u8981\u9078\u64c7\u54ea\u500b\u9078\u9805\uff0c\u8acb\u8003\u616e\u5617\u8a66\u5e7e\u500b\u4e0d\u540c\u7684\u9078\u9805\u4e26\u9032\u884c\u81ea\u5df1\u7684\u8a55\u4f30\u3002<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-spotlight-clone wp-block-visual-link-preview-link\"><a href=\"https:\/\/towardsdatascience.com\/introduction-to-weight-quantization-2494701b9c0c\" class=\"vlp-link\" title=\"Introduction to Weight Quantization\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-main\"><span class=\"vlp-block-0 vlp-link-title\">Introduction to Weight Quantization<\/span><div class=\"vlp-block-1 vlp-link-summary\">Reducing the size of Large Language Models with 8-bit quantization<\/div><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1200\/1*hWIaIAQ7GWbrjfbaoUoYxw.jpeg\" style=\"max-width: 1024px; max-height: 1024px\" \/><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u6a19\u8a18\u70ba\u7684 LLM Q2_K\u24d8, Q4_K_M\u24d8, Q5_0\u24d8\uff0c Q8_0\u24d8 \u7b49\u5177\u6709\u4e0d\u540c\u7684\u201c\u91cf\u5316\u201d\u7a0b\u5ea6\u3002 \u91cf\u5316\u662f\u6307\u80fd\u5920\u5728\u6709\u9650\u8cc7\u6e90\u7684\u5e73\u53f0\u4e0a\u904b\u884c\u6a21\u578b\u7684\u6280\u8853\u3002\u9019\u662f\u4e00\u500b\u6d3b\u8e8d\u7684\u7814\u7a76\u9818\u57df\u3002\u4e86\u89e3\u66f4\u591a\u6709\u95dc\u91cf\u5316\u7684\u8cc7\u8a0a \u2197\u9078\u64c7\u300c\u6700\u4f73\u300d\u91cf\u5316\u7b49\u7d1a\u901a\u5e38\u9700\u8981\u5728\u6a94\u6848\u5927\u5c0f\u3001\u54c1\u8cea\u548c\u6548\u80fd\u4e4b\u9593\u9032\u884c\u5404\u7a2e\u6b0a\u8861\u3002\u8f03\u9ad8\u7684\u91cf\u5316\u300c\u4f4d\u6578\u300d\uff084 \u4f4d\u6216\u66f4\u591a\uff09\u901a\u5e38\u53ef\u4ee5\u4fdd\u7559\u66f4\u591a\u7684\u8cea\u91cf\uff0c\u800c\u8f03\u4f4e\u7684\u7d1a\u5225\u6703\u9032\u4e00\u6b65\u58d3\u7e2e\u6a21\u578b\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u8cea\u91cf\u7684\u986f\u8457\u640d\u5931\u3002\u9078\u64c7\u8207\u60a8\u7684\u786c\u9ad4\u529f\u80fd\u76f8\u7b26\u4e26\u6eff\u8db3\u4efb\u52d9\u6548\u80fd\u9700\u6c42\u7684\u91cf\u5316\u7b49\u7d1a\u3002\u5982\u679c\u60a8\u4e0d\u78ba\u5b9a\u8981\u9078\u64c7\u54ea\u500b\u9078\u9805\uff0c\u8acb\u8003\u616e\u5617\u8a66\u5e7e\u500b\u4e0d\u540c\u7684\u9078\u9805\u4e26\u9032\u884c\u81ea\u5df1\u7684\u8a55\u4f30\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[23],"tags":[],"class_list":["post-2449","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/2449","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=2449"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/2449\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=2449"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=2449"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=2449"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}