{"id":4657,"date":"2025-02-19T19:53:34","date_gmt":"2025-02-19T11:53:34","guid":{"rendered":"https:\/\/infernews.com\/?p=4657"},"modified":"2025-02-19T20:21:04","modified_gmt":"2025-02-19T12:21:04","slug":"deepseek-nsa-%e5%8e%9f%e7%94%9f%e7%a8%80%e7%96%8f%e6%b3%a8%e6%84%8f%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/deepseek-nsa-%e5%8e%9f%e7%94%9f%e7%a8%80%e7%96%8f%e6%b3%a8%e6%84%8f%e5%8a%9b\/","title":{"rendered":"DeepSeek NSA \u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b"},"content":{"rendered":"\n<p>2025 \u5e74 2 \u6708 16 \u65e5\uff0cDeepSeek \u63d0\u51fa\u4e86\u4e00\u7a2e\u540d\u70ba\u300c\u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\u300d\uff08NSA\uff09<br><a href=\"https:\/\/arxiv.org\/abs\/2502.11089\" target=\"_blank\" rel=\"noreferrer noopener\">Natively trainable Sparse Attention<\/a> \u7684\u65b0\u578b\u6ce8\u610f\u529b\u6a5f\u5236\uff0c\u76ee\u7684\u662f\u89e3\u6c7a\u9577\u50b3\u7d71\u6ce8\u610f\u529b\u6a5f\u5236\u904b\u7b97\u91cf\u904e\u5927\u7684\u554f\u984c\u3002NSA \u900f\u904e\u7d50\u5408\u5206\u5c64\u5f0f Token \u58d3\u7e2e\u8207\u786c\u9ad4\u52a0\u901f\u8a2d\u8a08\uff0c\u9054\u6210\u65e2\u80fd\u6709\u6548\u8655\u7406\u9577\u6587\u672c\uff0c\u53c8\u4e0d\u6703\u986f\u8457\u589e\u52a0\u904b\u7b97\u8ca0\u64d4\u7684\u76ee\u6a19\u3002\u5176\u6838\u5fc3\u5275\u65b0\u9ede\u5728\u65bc\u6f14\u7b97\u6cd5\u8207\u786c\u9ad4\u5354\u540c\u512a\u5316\uff0c\u4fdd\u6301\u751a\u81f3\u8d85\u8d8a\u5b8c\u6574\u6ce8\u610f\u529b\u6a21\u578b\u7684\u6027\u80fd\u3002\u5be6\u9a57\u8b49\u660e\uff0cNSA \u5728\u591a\u9805\u57fa\u6e96\u6e2c\u8a66\u4e2d\u8868\u73fe\u51fa\u8272\uff0c\u4e26\u4e14\u5728\u89e3\u78bc\u3001\u524d\u5411\u50b3\u64ad\u548c\u53cd\u5411\u50b3\u64ad\u968e\u6bb5\u90fd\u986f\u8457\u52a0\u901f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-audio\"><audio controls src=\"\/blog\/wp-content\/uploads\/2025\/02\/1739965611971459280-239257883738226.mp3\"><\/audio><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"f9ede9\" data-has-transparency=\"false\" style=\"--dominant-color: #f9ede9;\" loading=\"lazy\" decoding=\"async\" width=\"1021\" height=\"424\" src=\"\/blog\/wp-content\/uploads\/2025\/02\/GkDUMe3aAAMyB04.png\" alt=\"\" class=\"wp-image-4659 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/GkDUMe3aAAMyB04.png 1021w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/GkDUMe3aAAMyB04-300x125.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/GkDUMe3aAAMyB04-768x319.png 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2025\/02\/GkDUMe3aAAMyB04-640x266.png 640w\" sizes=\"auto, (max-width: 1021px) 100vw, 1021px\" \/><\/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\u518d\u53d1\u65b0\u7814\u7a76\u6210\u679cNSA | \u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236 | \u6881\u6587\u950b\u53c2\u4e0e | \u8d85\u5feb\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3 | \u5341\u500d\u901f\u5ea6\u63d0\u5347 | \u52a8\u6001\u5206\u5c42 | \u7c97\u7c92\u5ea6\u538b\u7f29 | \u7ec6\u7c92\u5ea6\u9009\u62e9 | \u6ed1\u52a8\u7a97\u53e3\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_V-1_xPMVIaw\" 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%2FV-1_xPMVIaw%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/V-1_xPMVIaw\" \/><meta itemprop=\"duration\" content=\"PT11M5S\" \/><meta itemprop=\"uploadDate\" content=\"2025-02-19T03:03:37Z\" \/><\/div><meta itemprop=\"accessibilityFeature\" content=\"captions\" \/><div id=\"lyte_V-1_xPMVIaw\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FV-1_xPMVIaw%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">\u3010\u4eba\u5de5\u667a\u80fd\u3011DeepSeek\u518d\u53d1\u65b0\u7814\u7a76\u6210\u679cNSA | \u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236 | \u6881\u6587\u950b\u53c2\u4e0e | \u8d85\u5feb\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3 | \u5341\u500d\u901f\u5ea6\u63d0\u5347 | \u52a8\u6001\u5206\u5c42 | \u7c97\u7c92\u5ea6\u538b\u7f29 | \u7ec6\u7c92\u5ea6\u9009\u62e9 | \u6ed1\u52a8\u7a97\u53e3<\/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\/V-1_xPMVIaw\" 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%2FV-1_xPMVIaw%2F0.jpg\" alt=\"\u3010\u4eba\u5de5\u667a\u80fd\u3011DeepSeek\u518d\u53d1\u65b0\u7814\u7a76\u6210\u679cNSA | \u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236 | \u6881\u6587\u950b\u53c2\u4e0e | \u8d85\u5feb\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3 | \u5341\u500d\u901f\u5ea6\u63d0\u5347 | \u52a8\u6001\u5206\u5c42 | \u7c97\u7c92\u5ea6\u538b\u7f29 | \u7ec6\u7c92\u5ea6\u9009\u62e9 | \u6ed1\u52a8\u7a97\u53e3\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\u5c31\u572818\u65e5\u7684\u4e0b\u5348\uff0c\u9a6c\u65af\u514b\u521a\u521a\u53d1\u5e03\u4e86Grok 3\u4e4b\u540e\uff0cDeepSeek\u56e2\u961f\u5c31\u5728X\u5e73\u53f0\u4e0a\u53d1\u5e03\u4e86\u4e00\u9879\u91cd\u78c5\u7814\u7a76\u6210\u679c\uff0c\u77ac\u95f4\u5438\u5f15\u4e86\u5927\u91cf\u7528\u6237\u56f4\u89c2\u3002\u7b80\u5355\u6765\u8bf4\uff0cDeepSeek \u7684\u8fd9\u7bc7\u65b0\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u6ce8\u610f\u529b\u673a\u5236\uff0cNative Sparse Attention\uff0c\u7b80\u79f0NSA\uff0c\u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\u3002\u8fd9\u662f\u4e00\u4e2a\u7528\u4e8e\u8d85\u5feb\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3\u548c\u63a8\u65ad\u7684\u3001\u672c\u5730\u53ef\u8bad\u7ec3\u7684\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5e76\u4e14\u8fd8\u5177\u6709\u4e0e\u786c\u4ef6\u5bf9\u9f50\u7684\u7279\u70b9\uff0c\u6709\u671b\u5927\u5e45\u63d0\u5347\u4e0b\u4e00\u4ee3\u5927\u8bed\u8a00\u6a21\u578b\u5904\u7406\u957f\u6587\u672c\u7684\u80fd\u529b\uff0c\u540c\u65f6\u8fd8\u80fd\u517c\u987e\u6548\u7387\u3002 https:\/\/x.com\/deepseek_ai\/status\/1891745487071609327 https:\/\/arxiv.org\/pdf\/2502.11089v1 \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>2025 \u5e74 2 \u6708 16 \u65e5\uff0cDeepSeek \u63d0\u51fa\u4e86\u4e00\u7a2e\u540d\u70ba\u300c\u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\u300d\uff08NSA\uff09Natively trainable Sparse Attention \u7684\u65b0\u578b\u6ce8\u610f\u529b\u6a5f\u5236\uff0c\u76ee\u7684\u662f\u89e3\u6c7a\u9577\u50b3\u7d71\u6ce8\u610f\u529b\u6a5f\u5236\u904b\u7b97\u91cf\u904e\u5927\u7684\u554f\u984c\u3002NSA \u900f\u904e\u7d50\u5408\u5206\u5c64\u5f0f Token \u58d3\u7e2e\u8207\u786c\u9ad4\u52a0\u901f\u8a2d\u8a08\uff0c\u9054\u6210\u65e2\u80fd\u6709\u6548\u8655\u7406\u9577\u6587\u672c\uff0c\u53c8\u4e0d\u6703\u986f\u8457\u589e\u52a0\u904b\u7b97\u8ca0\u64d4\u7684\u76ee\u6a19\u3002\u5176\u6838\u5fc3\u5275\u65b0\u9ede\u5728\u65bc\u6f14\u7b97\u6cd5\u8207\u786c\u9ad4\u5354\u540c\u512a\u5316\uff0c\u4fdd\u6301\u751a\u81f3\u8d85\u8d8a\u5b8c\u6574\u6ce8\u610f\u529b\u6a21\u578b\u7684\u6027\u80fd\u3002\u5be6\u9a57\u8b49\u660e\uff0cNSA \u5728\u591a\u9805\u57fa\u6e96\u6e2c\u8a66\u4e2d\u8868\u73fe\u51fa\u8272\uff0c\u4e26\u4e14\u5728\u89e3\u78bc\u3001\u524d\u5411\u50b3\u64ad\u548c\u53cd\u5411\u50b3\u64ad\u968e\u6bb5\u90fd\u986f\u8457\u52a0\u901f\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[138,23],"tags":[],"class_list":["post-4657","post","type-post","status-publish","format-standard","hentry","category-138","category-news"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4657","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=4657"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/4657\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=4657"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=4657"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=4657"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}