{"id":4162,"date":"2024-12-31T18:08:32","date_gmt":"2024-12-31T10:08:32","guid":{"rendered":"https:\/\/infernews.com\/?p=4162"},"modified":"2024-12-31T18:09:08","modified_gmt":"2024-12-31T10:09:08","slug":"deepseek-v3-%e5%9c%8b%e7%94%a2%e8%b6%85%e5%bc%b7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deepseek-v3-%e5%9c%8b%e7%94%a2%e8%b6%85%e5%bc%b7%e6%a8%a1%e5%9e%8b\/","title":{"rendered":"DeepSeek-V3 \u570b\u7522\u8d85\u5f37\u6a21\u578b"},"content":{"rendered":"\n<p>DeepSeek-V3 \u7684\u67b6\u69cb\uff0c\u5305\u542b\u5275\u65b0\u7684\u591a\u6a19\u8a18\u9810\u6e2c (MTP) \u76ee\u6a19\u51fd\u6578\u548c\u7121\u8f14\u52a9\u640d\u5931\u7684\u8ca0\u8f09\u5e73\u8861\u7b56\u7565\uff0c\u4ee5\u53ca\u57fa\u65bcMulti-Head Latent Attention (MLA) \u548c DeepSeekMoE \u7684\u9ad8\u6548\u80fd\u8a2d\u8a08\u3002<\/p>\n\n\n\n<p>DeepSeek-V3 \u662f\u4e00\u7a2e\u5f37\u5927\u7684\u5c08\u5bb6\u6df7\u5408 (MoE) \u8a9e\u8a00\u6a21\u578b\uff0c\u7e3d\u53c3\u6578\u70ba 671B\uff0c\u6bcf\u500b\u4ee4\u724c\u555f\u52d5 37B\u3002\u70ba\u4e86\u5be6\u73fe\u9ad8\u6548\u7684\u63a8\u7406\u548c\u7d93\u6fdf\u9ad8\u6548\u7684\u8a13\u7df4\uff0cDeepSeek-V3 \u63a1\u7528\u4e86\u591a\u982d\u6f5b\u5728\u8a3b\u610f\u529b\uff08MLA\uff09\u548c DeepSeekMoE \u67b6\u69cb\uff0c\u9019\u4e9b\u67b6\u69cb\u5728 DeepSeek-V2 \u4e2d\u5f97\u5230\u4e86\u5fb9\u5e95\u7684\u9a57\u8b49\u3002\u5728 14.8 \u5146\u500b\u591a\u6a23\u5316\u7684\u9ad8\u54c1\u8cea Token \u4e0a\u5c0d DeepSeek-V3 \u9032\u884c\u9810\u8a13\u7df4\uff0c\u7136\u5f8c\u9032\u884c\u76e3\u7763\u5fae\u8abf\u548c\u5f37\u5316\u5b78\u7fd2\u968e\u6bb5\uff0c\u4ee5\u5145\u5206\u5229\u7528\u5176\u80fd\u529b\u3002\u7d9c\u5408\u8a55\u4f30\u8868\u660e\uff0cDeepSeek-V3 \u7684\u6027\u80fd\u512a\u65bc\u5176\u4ed6\u958b\u6e90\u6a21\u578b\uff0c\u4e26\u4e14\u9054\u5230\u4e86\u8207\u9818\u5148\u7684\u9589\u6e90\u6a21\u578b\u76f8\u7576\u7684\u6027\u80fd\u3002\u5118\u7ba1\u6027\u80fd\u51fa\u8272\uff0cDeepSeek-V3 \u50c5\u9700\u8981 2.788M H800 GPU \u5c0f\u6642\u5373\u53ef\u5b8c\u6210\u5b8c\u6574\u8a13\u7df4\u3002\u6b64\u5916\uff0c\u5b83\u7684\u8a13\u7df4\u904e\u7a0b\u975e\u5e38\u7a69\u5b9a\u3002\u5728\u6574\u500b\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u6c92\u6709\u9047\u5230\u4efb\u4f55\u4e0d\u53ef\u6062\u5fa9\u7684\u640d\u5931\u9ad8\u5cf0\u6216\u57f7\u884c\u4efb\u4f55\u56de\u6efe\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/github.com\/deepseek-ai\/DeepSeek-V3\" target=\"_blank\"><img data-dominant-color=\"e5e7ee\" data-has-transparency=\"false\" style=\"--dominant-color: #e5e7ee;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"598\" src=\"\/blog\/wp-content\/uploads\/2024\/12\/image-6-1024x598.png\" alt=\"\" class=\"wp-image-4163 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/12\/image-6-1024x598.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/12\/image-6-300x175.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/12\/image-6-768x449.png 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/12\/image-6-1536x897.png 1536w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/12\/image-6-640x374.png 640w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2024\/12\/image-6.png 1702w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"\u3010\u4eba\u5de5\u667a\u80fd\u3011DeepSeek V3 53\u9875\u6280\u672f\u62a5\u544a\u5feb\u901f\u89e3\u8bfb | \u6027\u80fd\u8868\u73b0\u5353\u8d8a | \u67b6\u6784\u521b\u65b0 | MLA | MoE\u67b6\u6784 | DualPipe | \u9884\u8bad\u7ec3 | \u8d85\u53c2\u6570\u8bbe\u7f6e | MTP | \u540e\u8bad\u7ec3\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_PD45fB2n8mU\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FPD45fB2n8mU%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/PD45fB2n8mU\" \/><meta itemprop=\"duration\" content=\"PT12M44S\" \/><meta itemprop=\"uploadDate\" content=\"2024-12-31T09:00:31Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_PD45fB2n8mU\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FPD45fB2n8mU%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u3010\u4eba\u5de5\u667a\u80fd\u3011DeepSeek V3 53\u9875\u6280\u672f\u62a5\u544a\u5feb\u901f\u89e3\u8bfb | \u6027\u80fd\u8868\u73b0\u5353\u8d8a | \u67b6\u6784\u521b\u65b0 | MLA | MoE\u67b6\u6784 | DualPipe | \u9884\u8bad\u7ec3 | \u8d85\u53c2\u6570\u8bbe\u7f6e | MTP | \u540e\u8bad\u7ec3<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/PD45fB2n8mU\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FPD45fB2n8mU%2F0.jpg\" alt=\"\u3010\u4eba\u5de5\u667a\u80fd\u3011DeepSeek V3 53\u9875\u6280\u672f\u62a5\u544a\u5feb\u901f\u89e3\u8bfb | \u6027\u80fd\u8868\u73b0\u5353\u8d8a | \u67b6\u6784\u521b\u65b0 | MLA | MoE\u67b6\u6784 | DualPipe | \u9884\u8bad\u7ec3 | \u8d85\u53c2\u6570\u8bbe\u7f6e | MTP | \u540e\u8bad\u7ec3\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u56e0\u4e3a\u6709\u5f88\u591a\u89c2\u4f17\u5728\u8bc4\u8bba\u533a\u8981\u6c42\uff0c\u6240\u4ee5\u4eca\u5929\u6211\u4eec\u6765\u804a\u804a\u6700\u8fd1\u5f15\u8d77\u5927\u5bb6\u5e7f\u6cdb\u5173\u6ce8\u7684\u4e00\u4e2a\u6a21\u578b\uff0cDeepSeek V3\u3002\u5b83\u4ee5\u51fa\u8272\u7684\u6027\u80fd\u548c\u76f8\u5bf9\u8f83\u4f4e\u7684\u6210\u672c\uff0c\u5728\u56fd\u9645\u4e0a\u5d2d\u9732\u5934\u89d2\uff0c\u4eca\u5929\u4e3b\u8981\u57fa\u4e8e\u5b98\u65b9\u53d1\u5e03\u7684DeepSeek V3\u6280\u672f\u62a5\u544a\uff0c\u4ece\u6027\u80fd\u3001\u67b6\u6784\u3001\u5de5\u7a0b\u3001\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u4e94\u4e2a\u65b9\u9762\uff0c\u6765\u7ed9\u5927\u5bb6\u6df1\u5ea6\u5256\u6790\u4e00\u4e0b\uff0cDeepSeek V3\u662f\u5982\u4f55\u70bc\u6210\u7684\u3002 https:\/\/github.com\/deepseek-ai\/DeepSeek-V3\/blob\/main\/DeepSeek_V3.pdf \u2b50\ufe0f\u3010\u5b98\u65b9\u5546\u5e97\u3011\uff1ahttps:\/\/www.bestpartners.store\/\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>DeepSeek-V3 \u7684\u67b6\u69cb\uff0c\u5305\u542b\u5275\u65b0\u7684\u591a\u6a19\u8a18\u9810\u6e2c (MTP) \u76ee\u6a19\u51fd\u6578\u548c\u7121\u8f14\u52a9\u640d\u5931\u7684\u8ca0\u8f09\u5e73\u8861\u7b56\u7565\uff0c\u4ee5\u53ca\u57fa\u65bcMulti-Head Latent Attention (MLA) \u548c DeepSeekMoE \u7684\u9ad8\u6548\u80fd\u8a2d\u8a08\u3002 DeepSeek-V3 \u662f\u4e00\u7a2e\u5f37\u5927\u7684\u5c08\u5bb6\u6df7\u5408 (MoE) \u8a9e\u8a00\u6a21\u578b\uff0c\u7e3d\u53c3\u6578\u70ba 671B\uff0c\u6bcf\u500b\u4ee4\u724c\u555f\u52d5 37B\u3002\u70ba\u4e86\u5be6\u73fe\u9ad8\u6548\u7684\u63a8\u7406\u548c\u7d93\u6fdf\u9ad8\u6548\u7684\u8a13\u7df4\uff0cDeepSeek-V3 \u63a1\u7528\u4e86\u591a\u982d\u6f5b\u5728\u8a3b\u610f\u529b\uff08MLA\uff09\u548c DeepSeekMoE \u67b6\u69cb\uff0c\u9019\u4e9b\u67b6\u69cb\u5728 DeepSeek-V2 \u4e2d\u5f97\u5230\u4e86\u5fb9\u5e95\u7684\u9a57\u8b49\u3002\u5728 14.8 \u5146\u500b\u591a\u6a23\u5316\u7684\u9ad8\u54c1\u8cea Token \u4e0a\u5c0d DeepSeek-V3 \u9032\u884c\u9810\u8a13\u7df4\uff0c\u7136\u5f8c\u9032\u884c\u76e3\u7763\u5fae\u8abf\u548c\u5f37\u5316\u5b78\u7fd2\u968e\u6bb5\uff0c\u4ee5\u5145\u5206\u5229\u7528\u5176\u80fd\u529b\u3002\u7d9c\u5408\u8a55\u4f30\u8868\u660e\uff0cDeepSeek-V3 \u7684\u6027\u80fd\u512a\u65bc\u5176\u4ed6\u958b\u6e90\u6a21\u578b\uff0c\u4e26\u4e14\u9054\u5230\u4e86\u8207\u9818\u5148\u7684\u9589\u6e90\u6a21\u578b\u76f8\u7576\u7684\u6027\u80fd\u3002\u5118\u7ba1\u6027\u80fd\u51fa\u8272\uff0cDeepSeek-V3 \u50c5\u9700\u8981 2.788M H800 GPU 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