{"id":40252,"date":"2025-04-21T03:03:01","date_gmt":"2025-04-20T19:03:01","guid":{"rendered":"https:\/\/17aitech.com\/?p=40252"},"modified":"2025-04-21T03:03:01","modified_gmt":"2025-04-20T19:03:01","slug":"%e4%b8%80%e5%8f%b03090%e5%b0%b1%e8%83%bd%e8%b7%91gemma-3-27b%ef%bc%81%e8%b0%b7%e6%ad%8c%e5%8f%91%e5%b8%83gemma-3%e5%85%a8%e7%b3%bbqat%e7%89%88%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40252","title":{"rendered":"\u4e00\u53f03090\u5c31\u80fd\u8dd1Gemma 3 27B\uff01\u8c37\u6b4c\u53d1\u5e03Gemma 3\u5168\u7cfbQAT\u7248\u6a21\u578b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-20-2\" target=\"_blank\">\u4e00\u53f03090\u5c31\u80fd\u8dd1Gemma 3 27B\uff01\u8c37\u6b4c\u53d1\u5e03Gemma 3\u5168\u7cfbQAT\u7248\u6a21\u578b<\/a><\/p>\n<p>\u8c37\u6b4c Gemma 3 \u4e0a\u7ebf\u521a\u521a\u8fc7\u53bb\u4e00\u4e2a\u6708\uff0c\u73b0\u5728\u53c8\u51fa\u65b0\u7248\u672c\u4e86\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-03a995437456359e33b10a9d25bade8f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-03a995437456359e33b10a9d25bade8f.png\"><\/a><\/p>\n<p>\u8be5\u7248\u672c\u7ecf\u8fc7\u91cf\u5316\u611f\u77e5\u8bad\u7ec3\uff08Quantization-Aware Training\uff0cQAT\uff09\u4f18\u5316\uff0c\u80fd\u5728\u4fdd\u6301\u9ad8\u8d28\u91cf\u7684\u540c\u65f6\u663e\u8457\u964d\u4f4e\u5185\u5b58\u9700\u6c42\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-cb3eccd8bcda1c5feed81247a30bf93e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-cb3eccd8bcda1c5feed81247a30bf93e.png\"><\/a><\/p>\n<p>\u6bd4\u5982\u7ecf\u8fc7 QAT \u4f18\u5316\u540e\uff0cGemma 3 27B \u7684 VRAM \u5360\u7528\u91cf\u53ef\u4ee5\u4ece 54GB \u5927\u5e45\u964d\u81f3 14.1GB\uff0c\u4f7f\u5176\u5b8c\u5168\u53ef\u4ee5\u5728 NVIDIA RTX 3090 \u7b49\u6d88\u8d39\u7ea7 GPU \u4e0a\u672c\u5730\u8fd0\u884c\uff01<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-30d4d5d8f4bfe267eff9674e1a00da80.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-30d4d5d8f4bfe267eff9674e1a00da80.png\"><\/a><sup>Chatbot Arena Elo \u5f97\u5206\uff1a\u66f4\u9ad8\u7684\u5206\u6570\uff08\u6700\u4e0a\u9762\u7684\u6570\u5b57\uff09\u8868\u660e\u66f4\u5927\u7684\u7528\u6237\u504f\u597d\u3002\u70b9\u8868\u793a\u6a21\u578b\u4f7f\u7528 BF16 \u6570\u636e\u7c7b\u578b\u8fd0\u884c\u65f6\u6240\u9700\u7684 NVIDIA H100 GPU \u9884\u4f30\u6570\u91cf\u3002<\/sup><\/p>\n<p>\u673a\u5668\u4e4b\u5fc3\u5728\u4e00\u53f0\u914d\u5907\u4e86 RTX 3070 \u7684\u7535\u8111\u4e0a\u7b80\u5355\u6d4b\u8bd5\u4e86\u5176\u4e2d\u7684 12B \u7248\u672c\uff0c\u53ef\u4ee5\u770b\u5230\u867d\u7136 Gemma 3 \u7684 token \u8f93\u51fa\u901f\u5ea6\u4e0d\u591f\u5feb\uff0c\u4f46\u6574\u4f53\u6765\u8bf4\u8fd8\u7b97\u53ef\u4ee5\u63a5\u53d7\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b49267af226b36344962e2f9ac03ca0a.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-b49267af226b36344962e2f9ac03ca0a.gif\"><\/a><\/section>\n<p><strong>\u57fa\u4e8e\u91cf\u5316\u611f\u77e5\u8bad\u7ec3\u7684 Gemma 3<\/strong><\/p>\n<p>\u5728 AI \u6a21\u578b\u4e2d\uff0c\u7814\u7a76\u8005\u53ef\u4ee5\u4f7f\u7528\u66f4\u5c11\u7684\u4f4d\u6570\u4f8b\u5982 8 \u4f4d\uff08int8\uff09\u751a\u81f3 4 \u4f4d\uff08int4\uff09\u8fdb\u884c\u6570\u636e\u5b58\u50a8\u3002<\/p>\n<p>\u91c7\u7528 int4 \u91cf\u5316\u610f\u5473\u7740\u6bcf\u4e2a\u6570\u503c\u4ec5\u7528 4 bit \u8868\u793a \u2014\u2014 \u76f8\u6bd4 BF16 \u683c\u5f0f\uff0c\u6570\u636e\u5927\u5c0f\u7f29\u51cf\u81f3 1\/4\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u8fd9\u79cd\u91cf\u5316\u65b9\u5f0f\u901a\u5e38\u4f1a\u5bfc\u81f4\u6a21\u578b\u6027\u80fd\u4e0b\u964d\u3002<\/p>\n<p>\u90a3\u8c37\u6b4c\u662f\u5982\u4f55\u4fdd\u6301\u6a21\u578b\u8d28\u91cf\u7684\uff1f\u7b54\u6848\u662f\u91c7\u7528 QAT\u3002<\/p>\n<p>\u4e0e\u4f20\u7edf\u5728\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e\u624d\u8fdb\u884c\u91cf\u5316\u7684\u65b9\u5f0f\u4e0d\u540c\uff0cQAT \u5c06\u91cf\u5316\u8fc7\u7a0b\u76f4\u63a5\u878d\u5165\u8bad\u7ec3\u9636\u6bb5 \u2014\u2014 \u901a\u8fc7\u5728\u8bad\u7ec3\u4e2d\u6a21\u62df\u4f4e\u7cbe\u5ea6\u8fd0\u7b97\uff0c\u4f7f\u6a21\u578b\u5728\u540e\u7eed\u88ab\u91cf\u5316\u4e3a\u66f4\u5c0f\u3001\u66f4\u5feb\u7684\u7248\u672c\u65f6\uff0c\u4ecd\u80fd\u4fdd\u6301\u51c6\u786e\u7387\u635f\u5931\u6700\u5c0f\u5316\u3002<\/p>\n<p>\u5177\u4f53\u5b9e\u73b0\u4e0a\uff0c\u8c37\u6b4c\u57fa\u4e8e\u672a\u91cf\u5316\u7684 checkpoint \u6982\u7387\u5206\u5e03\u4f5c\u4e3a\u76ee\u6807\uff0c\u8fdb\u884c\u4e86\u7ea6 5,000 \u6b65\u7684 QAT \u8bad\u7ec3\u3002\u5f53\u91cf\u5316\u81f3 Q4_0\uff08\u4e00\u79cd\u5e38\u89c1\u7684\u91cf\u5316\u683c\u5f0f\uff09 \u65f6\uff0c\u56f0\u60d1\u5ea6\u4e0b\u964d\u4e86 54%\u3002<\/p>\n<p>\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u4e4b\u4e00\u662f\u52a0\u8f7d\u6a21\u578b\u6743\u91cd\u6240\u9700\u7684 VRAM \u5927\u5e45\u51cf\u5c11\uff1a<\/p>\n<ul>\n<li>\n<p>Gemma 3 27B\uff1a\u4ece 54 GB\uff08BF16\uff09\u964d\u81f3\u4ec5 14.1 GB\uff08int4\uff09<\/p>\n<\/li>\n<li>\n<p>Gemma 3 12B\uff1a\u4ece 24 GB\uff08BF16\uff09\u7f29\u51cf\u81f3\u4ec5 6.6 GB\uff08int4\uff09<\/p>\n<\/li>\n<li>\n<p>Gemma 3 4B\uff1a\u4ece 8 GB\uff08BF16\uff09\u7cbe\u7b80\u81f3 2.6 GB\uff08int4\uff09<\/p>\n<\/li>\n<li>\n<p>Gemma 3 1B\uff1a\u4ece 2 GB\uff08BF16\uff09\u964d\u81f3\u4ec5 0.5 GB\uff08int4\uff09<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a231781519b24420c57bc2c33d0633f3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a231781519b24420c57bc2c33d0633f3.png\"><\/a><sup>\u6b64\u56fe\u4ec5\u8868\u793a\u52a0\u8f7d\u6a21\u578b\u6743\u91cd\u6240\u9700\u7684 VRAM\u3002\u8fd0\u884c\u8be5\u6a21\u578b\u8fd8\u9700\u8981\u989d\u5916\u7684 VRAM \u7528\u4e8e KV \u7f13\u5b58\uff0c\u8be5\u7f13\u5b58\u5b58\u50a8\u6709\u5173\u6b63\u5728\u8fdb\u884c\u7684\u5bf9\u8bdd\u7684\u4fe1\u606f\uff0c\u5e76\u53d6\u51b3\u4e8e\u4e0a\u4e0b\u6587\u957f\u5ea6\u3002<\/sup><\/p>\n<p>\u73b0\u5728\u770b\u6765\uff0c\u7528\u6237\u5728\u6d88\u8d39\u7ea7\u8bbe\u5907\u4e0a\u5c31\u80fd\u8fd0\u884c\u66f4\u5927\u3001\u66f4\u5f3a\u7684 Gemma 3 \u6a21\u578b\uff0c\u5176\u4e2d\uff1a<\/p>\n<ul>\n<li>\n<p>Gemma 3 27B (int4)\uff1a\u73b0\u5728\u53ef\u4ee5\u8f7b\u677e\u5b89\u88c5\u5728\u5355\u5f20 NVIDIA RTX 3090\uff0824GB VRAM\uff09\u6216\u7c7b\u4f3c\u663e\u5361\u4e0a\uff0c\u672c\u5730\u5c31\u80fd\u8fd0\u884c\u6700\u5927\u7684 Gemma 3 \u7248\u672c\uff1b<\/p>\n<\/li>\n<li>\n<p>Gemma 3 12B (int4)\uff1a\u53ef\u5728 NVIDIA RTX 4060 GPU\uff088GB VRAM\uff09\u7b49\u7b14\u8bb0\u672c\u7535\u8111 GPU \u4e0a\u9ad8\u6548\u8fd0\u884c\uff0c\u4e3a\u4fbf\u643a\u5f0f\u8bbe\u5907\u5e26\u6765\u5f3a\u5927\u7684 AI \u529f\u80fd\uff1b<\/p>\n<\/li>\n<li>\n<p>\u66f4\u5c0f\u7684\u578b\u53f7\uff084B\u30011B\uff09\uff1a\u4e3a\u8d44\u6e90\u8f83\u4e3a\u6709\u9650\u7684\u7cfb\u7edf\uff08\u5305\u62ec\u624b\u673a\u548c\u70e4\u9762\u5305\u673a\uff09\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684\u53ef\u8bbf\u95ee\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-d6fd6c2d0bf134300155a2eaaf75eb2c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-d6fd6c2d0bf134300155a2eaaf75eb2c.png\"><\/a><\/p>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6765\u81ea Two Minute Papers \u9891\u9053\u7684\u73a9\u7b11<\/sup><\/p>\n<p>\u5b98\u65b9 int4 \u548c Q4_0 \u975e\u91cf\u5316 QAT \u6a21\u578b\u5df2\u5728 Hugging Face \u548c Kaggle \u4e0a\u7ebf\u3002\u8c37\u6b4c\u8fd8\u4e0e\u4f17\u591a\u70ed\u95e8\u5f00\u53d1\u8005\u5de5\u5177\u5408\u4f5c\uff0c\u8ba9\u7528\u6237\u65e0\u7f1d\u4f53\u9a8c\u57fa\u4e8e QAT \u7684\u91cf\u5316 checkpoint\uff1a<\/p>\n<ul>\n<li>\n<p>Ollama\uff1a\u4ece\u4eca\u5929\u8d77\uff0c\u53ea\u9700\u4e00\u4e2a\u7b80\u5355\u547d\u4ee4\u5373\u53ef\u539f\u751f\u652f\u6301 Gemma 3 QAT \u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<p>LM Studio\uff1a\u901a\u8fc7\u7528\u6237\u53cb\u597d\u754c\u9762\uff0c\u8f7b\u677e\u4e0b\u8f7d\u5e76\u5728\u684c\u9762\u4e0a\u8fd0\u884c Gemma 3 QAT \u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<p>MLX\uff1a\u5229\u7528 MLX \u5728\u82f9\u679c\u82af\u7247\u4e0a\u5bf9 Gemma 3 QAT \u6a21\u578b\u8fdb\u884c\u9ad8\u6548\u63a8\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>Gemma.cpp\uff1a\u4f7f\u7528\u4e13\u7528\u7684 C++ \u5b9e\u73b0\uff0c\u76f4\u63a5\u5728 CPU \u4e0a\u8fdb\u884c\u9ad8\u6548\u63a8\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>llama.cpp\uff1a\u5f97\u76ca\u4e8e\u5bf9 GGUF \u683c\u5f0f QAT \u6a21\u578b\u7684\u539f\u751f\u652f\u6301\uff0c\u53ef\u8f7b\u677e\u96c6\u6210\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6fc0\u52a8\u7684\u7f51\u53cb\u5df2\u7ecf\u65e0\u6cd5\u6291\u5236\u5185\u5fc3\u7684\u559c\u60a6\uff1a\u300c\u6211\u7684 4070 \u5c31\u80fd\u8fd0\u884c Gemma 3 12B\uff0c\u8fd9\u6b21\u8c37\u6b4c\u7ec8\u4e8e\u4e3a\u5373\u5c06\u7834\u4ea7\u7684\u5f00\u53d1\u8005\u505a\u4e86\u4e00\u4e9b\u4e8b\u60c5\u3002\u300d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5037875074e0080dd8eaa24999ab575d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5037875074e0080dd8eaa24999ab575d.png\"><\/a><\/p>\n<p>\u300c\u5e0c\u671b\u8c37\u6b4c\u671d\u7740 1bit \u91cf\u5316\u4f7f\u4f7f\u52b2\u3002\u300d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-812eb525cd4e84c6f232df0bc95141ce.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-812eb525cd4e84c6f232df0bc95141ce.png\"><\/a><\/p>\n<p>\u8fd9\u4e2a\u53ef\u4ee5\u672c\u5730\u8fd0\u884c\u7684 Gemma 3 \u4f60\u7528\u4e86\u5417\uff0c\u6548\u679c\u5982\u4f55\uff0c\u6b22\u8fce\u5927\u5bb6\u8bc4\u8bba\u533a\u7559\u8a00\u3002<\/p>\n<p><sup>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/developers.googleblog.com\/en\/gemma-3-quantized-aware-trained-state-of-the-art-ai-to-consumer-gpus\/?linkId=14034718<\/sup><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-20-2\" target=\"_blank\">\u4e00\u53f03090\u5c31\u80fd\u8dd1Gemma 3 27B\uff01\u8c37\u6b4c\u53d1\u5e03Gemma 3\u5168\u7cfbQAT\u7248\u6a21\u578b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e00\u53f03090\u5c31\u80fd\u8dd1Ge [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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