{"id":505,"date":"2026-05-10T21:20:09","date_gmt":"2026-05-10T13:20:09","guid":{"rendered":"https:\/\/www.aitouzi.tech\/?p=505"},"modified":"2026-05-10T21:20:09","modified_gmt":"2026-05-10T13:20:09","slug":"%e5%85%b3%e4%ba%8edeepseek-v4%ef%bc%8c%e4%bd%a0%e9%9c%80%e8%a6%81%e7%9f%a5%e9%81%93%e7%9a%84%e5%87%a0%e4%bb%b6%e4%ba%8b%e5%84%bf","status":"publish","type":"post","link":"https:\/\/www.aitouzi.tech\/index.php\/2026\/05\/10\/%e5%85%b3%e4%ba%8edeepseek-v4%ef%bc%8c%e4%bd%a0%e9%9c%80%e8%a6%81%e7%9f%a5%e9%81%93%e7%9a%84%e5%87%a0%e4%bb%b6%e4%ba%8b%e5%84%bf\/","title":{"rendered":"\u5173\u4e8eDeepSeek v4\uff0c\u4f60\u9700\u8981\u77e5\u9053\u7684\u51e0\u4ef6\u4e8b\u513f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">2026\u5e744\u670824\u65e5\uff0cDeepSeek v4\u53d1\u5e03\uff0cDeepSeek v4\u5230\u5e95\u505a\u4e86\u54ea\u4e9b\u4e8b\u60c5\uff1f\u80fd\u529b\u5982\u4f55\uff1f\u672c\u6587\u7ed9\u4f60\u8bb2\u6e05\u695a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. deepseek-v4 \u6a21\u578b\u7684\u80fd\u529b\u5982\u4f55\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bba\u6587\u4e2d\u5bf9DeepSeek-v4 \u6a21\u578b\u5206\u6210\u4e86\u56db\u90e8\u5206\u6765\u4ecb\u7ecd\uff0c\u5206\u522b\u662f\uff08\u4e16\u754c\uff09\u77e5\u8bc6\u3001\u63a8\u7406\u80fd\u529b\u3001Agent\u3001\u957f\u4e0a\u4e0b\u6587\u3002\u539f\u6587\u662f\u8fd9\u4e48\u8bf4\u7684\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"416\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-5-1024x416.png\" alt=\"\" class=\"wp-image-511\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-5-1024x416.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-5-150x61.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-5-768x312.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-5.png 1392w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"297\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-6-1024x297.png\" alt=\"\" class=\"wp-image-512\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-6-1024x297.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-6-150x44.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-6-768x223.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-6.png 1398w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5ba2\u89c2\u7684\u8bf4\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u77e5\u8bc6\u5c42\u9762\uff0c\u4e0eGemini-3.1-pro \u4ecd\u6709\u5dee\u8ddd\uff1b<\/li>\n\n\n\n<li>\u63a8\u7406\u80fd\u529b\u4e0a\uff0c\u4e0e\u9876\u7ea7\u6a21\u578bGPT-5.4\u3001Gemini-3.1-pro\u7684\u5dee\u8ddd\u5927\u6982\u57283~6\u4e2a\u6708\u3002\u6c34\u5e73\u5927\u6982\u4e0eGPT-5.2\u3001Gemini-3.0-pro \u76f8\u5f53\uff1b<\/li>\n\n\n\n<li>Agent\uff1a\u4e0eKimi-K2.6\u3001GLM-5.1 \u76f8\u5f53\u3002\u4f46\u662f\u7a0d\u5fae\u5dee\u4e8e\u9876\u7ea7\u7684\u95ed\u6e90\u6a21\u578b\uff1b<\/li>\n\n\n\n<li>\u957f\u4e0a\u4e0b\u6587\uff1a\u57281M token\u4e0a\u4e0b\u6587\u7684\u80cc\u666f\u4e0b\uff0c\u6548\u679c\u751a\u81f3\u8d85\u8fc7\u4e86Gemini-3.1-Pro<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2. DeepSeek v4\u6709\u54ea\u4e9b\u7248\u672c\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek v4\u6709\u4e24\u5927\u7248\u672c\uff0c\u5206\u522b\u662fflash\u4e0epro\u3002\u5728flash\u4e0epro\u7248\u672c\u4e0b\uff0c\u53c8\u5404\u6709\u4e00\u4e2atest-time scaling \u7684\u7248\u672c\uff0c\u5373\uff1aflash-max \u4e0e pro-max\u3002\u4e00\u56fe\u770b\u61c2\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"870\" height=\"318\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image.png\" alt=\"\" class=\"wp-image-506\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image.png 870w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-150x55.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-768x281.png 768w\" sizes=\"auto, (max-width: 870px) 100vw, 870px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b80\u5355\u6765\u8bf4\uff0cdeepseek-v4-pro-max \u5c31\u662fDeepSeek-v4-pro \u505a\u51fa\u6781\u9650\u601d\u8003\u4e0b\u7684\u7248\u672c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. deepseek-v4 \u7684\u521d\u8877\u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">DeepSeek v4\u7684\u521d\u8877\u662f\uff1a\u89e3\u51b3\u957f\u4e0a\u4e0b\u6587\u63a8\u7406\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u524d\u5404\u4e2a\u6a21\u578b\u901a\u5e38\u4f1a\u91c7\u53d6test-time scaling \u65b9\u6cd5\u6765\u63d0\u5347\u6a21\u578b\u5728\u63a8\u7406\u65f6\u7684\u6548\u679c\uff0c\u4f46\u662ftest-time scaling\u5b58\u5728\u4e00\u4e2a\u95ee\u9898\uff1a\u63a8\u7406\u65f6\u8f93\u51fa\u7684\u957fcontext\u4f1a\u5bfc\u81f4\u8ba1\u7b97\u548c\u5185\u5b58\u75af\u72c2\u66b4\u6da8\uff0c\u5176\u590d\u6742\u7a0b\u5ea6\u662f<\/p>\n\n\n\n<div class=\"wp-block-math\"><math display=\"block\"><semantics><mrow><mi>O<\/mi><mo form=\"prefix\" stretchy=\"false\">(<\/mo><msup><mi>N<\/mi><mn>2<\/mn><\/msup><mo form=\"postfix\" stretchy=\"false\">)<\/mo><\/mrow><annotation encoding=\"application\/x-tex\">O(N^2)<\/annotation><\/semantics><\/math><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ea7\u522b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9274\u4e8e\u63a8\u7406\u65f6\u8017\u65f6\u8017\u5185\u5b58\u7684\u95ee\u9898\uff0cDeepSeek-v4 \u7ed9\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u662f\uff1a\u6781\u81f4\u538b\u7f29Attention\u3002\u600e\u4e48\u6781\u81f4\u538b\u7f29\u5462\uff1f\u6587\u7ae0\u63d0\u51fa\u4e86\u4e24\u79cd\u65b9\u6cd5\uff0c\u5206\u522b\u662fCSA\uff08Compressed  Sparse Attention\uff09\u548c HCA\uff08Heavliy Compressed Attention\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"604\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-2-1024x604.png\" alt=\"\" class=\"wp-image-508\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-2-1024x604.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-2-150x89.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-2-768x453.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-2.png 1528w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">CSA\u7684\u67b6\u6784<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"556\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-3-1024x556.png\" alt=\"\" class=\"wp-image-509\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-3-1024x556.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-3-150x81.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-3-768x417.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-3.png 1392w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">HCA\u7684\u67b6\u6784<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e24\u79cdAttention\u65b9\u6cd5\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5b8c\u5168\u4e00\u81f4\u7684\uff1a\u5c31\u662f\u57fa\u4e8eAttention\u518d\u505aAttention\u3002\u8fd9\u4e48\u505a\u5b8c\u4e4b\u540e\uff0c\u5c31\u5b9e\u73b0\u4e86DeepSeek-v4\u7684\u521d\u8877\uff1a\u901a\u8fc7\u6781\u81f4\u7684\u538b\u7f29\u957f\u4e0b\u6587\uff0c\u5b9e\u73b0\u4e86\u957f\u4e0b\u6587\u4e0b\u7684\u6027\u80fd\u6781\u81f4\u53d1\u6325\u3002\u4ece\u800c\u505a\u5230\u6781\u81f4\u7684\u6027\u4ef7\u6bd4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"290\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-4-1024x290.png\" alt=\"\" class=\"wp-image-510\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-4-1024x290.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-4-150x42.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-4-768x217.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-4.png 1364w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0cDeepSeek-v4 \u6700\u5927\u7684\u610f\u4e49\u5728\u4e8e\u5927\u6a21\u578b\u5e73\u6743\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. DeepSeek-v4 \u7cfb\u5217\u7684\u9884\u8bad\u7ec3<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">deepseek-v4 \u7684\u9884\u8bad\u7ec3\u8868\u660e\uff1a\u5373\u4f7f\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u65b9\u5f0f\uff0c\u53ea\u8981\u6a21\u578b\u7ed3\u6784\u8bbe\u8ba1\u826f\u597d\u4e14\u9ad8\u6548\uff0c\u90a3\u4e48\u4e5f\u4f1a\u53d6\u5f97\u975e\u5e38\u4e0d\u9519\u7684\u6548\u679c\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><em>DeepSeek-V4-Flash \u4f7f\u7528 32T tokens <\/em>\uff0c<em>DeepSeek-V4-Pro \u4f7f\u7528 33T<\/em> <em>tokens<\/em> \u8fdb\u884c\u9884\u8bad\u7ec3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ecf\u8fc7\u9884\u8bad\u7ec3\u540e\uff0cDeepSeek-v4-Flash-Base \u7684\u6548\u679c\u5c31\u5df2\u7ecf\u8d85\u8fc7\u4e86DeepSeek-V3.2-Base\u3002\u8fd9\u8868\u660e\uff1av4\u7684\u6a21\u578b\u8bbe\u8ba1\u662f\u66f4\u52a0\u9ad8\u6548\u7684\u3002\u66f4\u79bb\u8c31\u7684\u662f\uff0cDeepseek-v4-Pro-base \u8fdb\u4e00\u6b65\u653e\u5927\u4e86\u8fd9\u4e2a\u6536\u76ca\uff0c\u76f4\u63a5\u8fbe\u5230\u4e86DeepSeek\u57fa\u5ea7\u6a21\u578b\u7684\u65b0\u5dc5\u5cf0\u6c34\u5e73\u2014\u2014\u5728\u63a8\u7406\u3001\u7f16\u7801\u3001\u957f\u4e0a\u4e0b\u6587\u3001\u4e16\u754c\u77e5\u8bc6\u4efb\u52a1\u4e2d\u90fd\u6709\u5168\u9762\u4f18\u52bf<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. DeepSeek-v4 \u7cfb\u5217\u7684\u540e\u8bad\u7ec3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9009\u62e9\u4e86\u4e24\u9636\u6bb5\u8bad\u7ec3\u7684\u8303\u5f0f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>stage 1\uff1a\u72ec\u7acb\u5730\u8bad\u7ec3\u9886\u57df\u4e13\u5bb6\uff1b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u5730\uff0c\u5148\u901a\u8fc7SFT\u7684\u65b9\u5f0f\u8fc7\u9886\u57df\u5185\u6570\u636e\uff0c\u5982\u6570\u5b66\u3001\u4ee3\u7801\u3001Agent\u7684\u6570\u636e\uff1b\u7136\u540e\u4f7f\u7528GRPO\u7684\u65b9\u5f0f\u4f18\u5316\u6a21\u578b\u9886\u57df\u5185\u5bf9\u9f50\u7684\u884c\u4e3a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>stage 2\uff1a\u901a\u8fc7on-policy \u84b8\u998f\u8054\u5408\u8bad\u7ec3\u6a21\u578b\u7684\u6574\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7KL\u635f\u5931\u6765\u5b66\u4e60\u5404\u4e2a\u9886\u57df\u4e13\u5bb6\u6a21\u578b\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6. Deepseek-v4 \u7684\u6a21\u578b\u67b6\u6784<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"754\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-7-1024x754.png\" alt=\"\" class=\"wp-image-514\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-7-1024x754.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-7-150x110.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-7-768x565.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-7.png 1424w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u67b6\u6784\u4e2d\u4e3b\u8981\u4f7f\u7528\u4e86\u4e0b\u9762\u8fd9\u4e9b\u7b97\u6cd5or\u4f18\u5316\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7ee7\u627f\u81eaV3\u7684MOE\u3001MTP\u65b9\u5f0f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">MTP\u5728DeepSeek-V3\u4e2d\u5df2\u7ecf\u88ab\u8bc1\u660e\u6709\u6548\uff0c\u6240\u4ee5\u4ecd\u7136\u4fdd\u7559\u3002MTP\u5e94\u8be5\u4f1a\u6210\u4e3a\u540e\u7eed\u6a21\u578b\u7684\u4e3b\u6d41\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6df7\u5408Attention\uff1aCSA\u4e0eHCA\u3001MQA\u3001Sliding Window Attention<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Attention \u662fLLM\/VLM\u4e2d\u6700\u91cd\u8981\u7684\u7ed3\u6784\uff0c\u53ef\u4ee5\u8bf4\uff0c\u4efb\u4f55\u4e00\u4e2a\u5927\u6a21\u578b\u6700\u91cd\u8981\u7684\u90e8\u4ef6\u5c31\u662fAttention\u3002\u4e3a\u4e86\u5404\u79cd\u76ee\u7684\u4f18\u5316\uff0c\u4f1a\u5bf9Attention\u505a\u66f4\u6539\u3002\u6bd4\u5982\u672cpaper\u4f7f\u7528\u7684\u51e0\u79cdAttention\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Attention sink<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u7b97\u6cd5\u7684\u601d\u60f3\u5176\u5b9e\u5c31\u662f\u8c03\u6574Attention score\u7684\u503c\u3002\u8fd9\u4e48\u505a\u7684\u539f\u56e0\u662f\uff1a\u5b9e\u9a8c\u53d1\u73b0\uff0c\u4e00\u4e32embedding\u7684Attention\u503c\u901a\u5e38\u96c6\u4e2d\u5728\u5934\u90e8\uff0c\u4e3a\u4e86\u907f\u514d\u8fd9\u79cdsink\uff08\u4e0b\u6c89\uff09\u73b0\u8c61\uff0c\u5c31\u5bf9Attention\u503c\u505a\u4e86\u4e00\u4e2a\u4fee\u6b63\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"348\" src=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-8-1024x348.png\" alt=\"\" class=\"wp-image-515\" srcset=\"https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-8-1024x348.png 1024w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-8-150x51.png 150w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-8-768x261.png 768w, https:\/\/www.aitouzi.tech\/wp-content\/uploads\/2026\/05\/image-8.png 1454w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u5b9e\u5c31\u662f\u52a0\u4e0a\u4e86\u8fd9\u4e2a<\/p>\n\n\n\n<div class=\"wp-block-math\"><math display=\"block\"><semantics><mrow><mi>E<\/mi><mi>x<\/mi><mi>p<\/mi><mo form=\"prefix\" stretchy=\"false\">(<\/mo><msubsup><mi>z<\/mi><mi>n<\/mi><mo lspace=\"0em\" rspace=\"0em\" class=\"tml-prime\">\u2032<\/mo><\/msubsup><mo form=\"postfix\" stretchy=\"false\">)<\/mo><\/mrow><annotation encoding=\"application\/x-tex\">Exp(z_n&#8217;)<\/annotation><\/semantics><\/math><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\uff0c\u8fd9\u6837\u5c31\u4f1a\u8ba9\u6700\u540e\u7684Attention score\u52a0\u548c\u4e0d\u662f1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\u5e744\u670824\u65e5\uff0cDeepSeek v4\u53d1\u5e03\uff0cDeepSeek v4\u5230\u5e95\u505a\u4e86\u54ea\u4e9b\u4e8b\u60c5\uff1f\u80fd\u529b\u5982\u4f55\uff1f\u672c\u6587\u7ed9\u4f60\u8bb2<\/p>\n<div class=\"more-link\">\n\t\t\t\t <a href=\"https:\/\/www.aitouzi.tech\/index.php\/2026\/05\/10\/%e5%85%b3%e4%ba%8edeepseek-v4%ef%bc%8c%e4%bd%a0%e9%9c%80%e8%a6%81%e7%9f%a5%e9%81%93%e7%9a%84%e5%87%a0%e4%bb%b6%e4%ba%8b%e5%84%bf\/\" class=\"link-btn theme-btn\"><span>Read More <\/span> <i class=\"fa fa-caret-right\"><\/i><\/a>\n\t\t\t<\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12],"tags":[],"class_list":["post-505","post","type-post","status-publish","format-standard","hentry","category-12"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - 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