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2024\u5e7407\u670820\u65e5 00:01<\/em>\u00a0<\/span>\u9655\u897f<\/span><\/em><\/span><\/section>\n

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\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u5728\u8bed\u8a00\u5b66\u4e60\u4e2d\u7684\u5e94\u7528\u65e5\u76ca\u5e7f\u6cdb\u3002\u76f8\u8f83\u4f20\u7edf\u7684\u8bed\u8a00\u5b66\u4e60\u65b9\u5f0f\uff08\u6bd4\u5982\u62a5\u73ed\u3001\u5237\u9898\u548c\u770b\u5916\u8bed\u5267\u7b49\u7b49\uff09\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6210\u672c\u6295\u5165\u3001\u5b66\u4e60\u6548\u7387\u3001\u4fbf\u6377\u6027\u548c\u7075\u6d3b\u6027\u7b49\u65b9\u9762\u90fd\u6709\u7740\u7edd\u5bf9\u7684\u4f18\u52bf\u3002<\/section>\n<\/section>\n
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1.\u63d0\u4f9b\u5373\u65f6\u53cd\u9988\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u5bf9\u5b66\u4e60\u8005\u7684\u53e5\u5b50\u8fdb\u884c\u8bed\u6cd5\u548c\u8bed\u4e49\u5206\u6790\uff0c\u63d0\u4f9b\u5373\u65f6\u7ea0\u6b63\u548c\u5efa\u8bae\uff0c\u5e2e\u52a9\u5b66\u4e60\u8005\u63d0\u9ad8\u8bed\u8a00\u7684\u51c6\u786e\u6027\u3002<\/p>\n
2.\u5bf9\u8bdd\u7ec3\u4e60\uff1a\u5b66\u4e60\u8005\u53ef\u4ee5\u4e0e\u6a21\u578b\u8fdb\u884c\u5bf9\u8bdd\u7ec3\u4e60\uff0c\u6a21\u62df\u771f\u5b9e\u4ea4\u6d41\u73af\u5883\uff0c\u589e\u5f3a\u53e3\u8bed.<\/p>\n
3.\u8bcd\u6c47\u6269\u5c55\uff1a\u6a21\u578b\u53ef\u4ee5\u6839\u636e\u5b66\u4e60\u8005\u7684\u9700\u6c42\uff0c\u63d0\u4f9b\u4e30\u5bcc\u7684\u8bcd\u6c47\u548c\u8868\u8fbe\u65b9\u5f0f\uff0c\u5e2e\u52a9\u5b66\u4e60\u8005\u6269\u5c55\u8bcd\u6c47\u91cf\u3002<\/p>\n
4.\u9605\u8bfb\u7406\u89e3\uff1a\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u591a\u79cd\u96be\u5ea6\u7ea7\u522b\u7684\u9605\u8bfb\u6750\u6599\uff0c\u5e76\u6839\u636e\u5b66\u4e60\u8005\u7684\u7406\u89e3\u6c34\u5e73\u63d0\u51fa\u95ee\u9898\u548c\u89e3\u91ca\u96be\u70b9\u3002<\/p>\n
5.\u5199\u4f5c\u8f85\u52a9\uff1a\u5b66\u4e60\u8005\u53ef\u4ee5\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u5199\u4f5c\u7ec3\u4e60\uff0c\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u6da6\u8272\u6587\u7ae0\uff0c\u7ea0\u6b63\u8bed\u6cd5\u9519\u8bef\uff0c\u63d0\u4f9b\u66f4\u5730\u9053\u7684\u8868\u8fbe\u65b9\u5f0f\u3002<\/p>\n<\/section>\n<\/section>\n
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\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5728\u8bed\u8a00\u5b66\u4e60\u9886\u57df\u8868\u73b0\u7a81\u51fa\u7684\u5927\u8bed\u8a00\u6a21\u578b\u6c47\u603b\u3002<\/span><\/p>\n
\u00a0 1. GPT-4<\/strong><\/p>\n
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GPT-4\uff08<\/span>Generative Pre-trained Transformer 4\uff09\u662f<\/span>OpenAI\u5f00\u53d1\u7684\u4e00\u79cd\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u5b83\u57fa\u4e8e<\/span>Transformer\u67b6\u6784\uff0c\u901a\u8fc7\u5728\u5927\u89c4\u6a21\u6587\u672c\u6570\u636e\u4e0a\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u80fd\u591f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u81ea\u7136\u8bed\u8a00\u6587\u672c\uff0c\u5b8c\u6210\u591a\u79cd\u8bed\u8a00\u4efb\u52a1\uff0c\u5982\u7ffb\u8bd1\u3001\u6458\u8981\u3001\u5bf9\u8bdd\u548c\u6587\u672c\u751f\u6210\u3002<\/span><\/span><\/p>\n
$\"\"$ <\/p>\n
GPT4\u5bf9\u8bb8\u591a\u516c\u53f8\u90fd\u5f00\u653e\u4e86\u63a5\u53e3\uff0c\u5bfc\u81f4\u4ee3\u7406\u4f17\u591a\uff0c\u6709\u7684\u6536\u8d39\u6781\u5176\u4e0d\u5408\u7406\u3002\u6709\u6761\u4ef6\u7684\u8bdd\u63a8\u8350\u53bb<\/span>OpenAI\u5b98\u7f51\u4f7f\u7528\uff0c\u5982\u82e5\u4e0d\u65b9\u4fbf\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5fae\u8f6f\u516c\u53f8\u65d7\u4e0b\u7684<\/span>Copilot\u4f7f\u7528\u3002<\/span><\/span><\/p>\n
$\"\"$ <\/p>\n
2. Google BERT<\/strong><\/p>\n
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BERT\uff08<\/span>Bidirectional Encoder Representations from Transformers\uff09\u662f<\/span>Google\u5f00\u53d1\u7684\u4e00\u79cd\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u3002\u5b83\u91c7\u7528\u53cc\u5411<\/span>Transformer\u67b6\u6784\uff0c\u901a\u8fc7\u5728\u5927\u89c4\u6a21\u8bed\u6599\u5e93\u4e0a\u8fdb\u884c\u65e0\u76d1\u7763\u9884\u8bad\u7ec3\uff0c\u6355\u6349\u4e0a\u4e0b\u6587\u4e2d\u7684\u6df1\u5c42\u8bed\u4e49\u5173\u7cfb\u3002<\/span><\/span><\/p>\n
\u7531Google<\/span>\u63d0\u51fa\u7684\u57fa\u4e8e\u53d8\u6362\u5668\u7684\u53cc\u5411\u7f16\u7801\u5668\u8868\u793a\u6280\u672f\uff08<\/span>Bidirectional Encoder Representations from Transformers\uff0c<\/span>BERT\uff09\u662f\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08<\/span>NLP\uff09\u7684\u9884\u8bad\u7ec3\u6280\u672f\u3002<\/span>2018\u5e74\uff0c\u96c5\u5404\u5e03<\/span>\u00b7\u5fb7\u592b\u6797\u548c\u540c\u4e8b\u521b\u5efa\u5e76\u53d1\u5e03\u4e86<\/span>BERT\u3002<\/span>2020\u5e74\u7684\u4e00\u9879\u6587\u732e\u8c03\u67e5\u5f97\u51fa\u7ed3\u8bba\uff1a<\/span>\u201c\u5728\u4e00\u5e74\u591a\u7684\u65f6\u95f4\u91cc\uff0c<\/span>BERT\u5df2\u7ecf\u6210\u4e3a<\/span>NLP\u5b9e\u9a8c\u4e2d\u65e0\u5904\u4e0d\u5728\u7684\u57fa\u7ebf<\/span>\u201d\uff0c\u6709\u5173\u5206\u6790\u548c\u6539\u8fdb\u6b64\u6a21\u578b\u7684\u7814\u7a76\u51fa\u7248\u7269\u8d85\u8fc7<\/span>150\u7bc7\u3002<\/span><\/span><\/p>\n
\u6700\u521d\u7684\u4ee5\u82f1\u8bed\u4e3a\u4e3b\u7684<\/span>BERT<\/span>\u53d1\u5e03\u65f6\u63d0\u4f9b\u4e24\u79cd\u7c7b\u578b\u7684\u9884\u8bad\u7ec3\u6a21\u578b\uff1a\uff08<\/span>1<\/span>\uff09<\/span>BERTBASE<\/span>\u6a21\u578b\uff0c\u4e00\u4e2a<\/span>12<\/span>\u5c42\uff0c<\/span>768<\/span>\u7ef4\uff0c<\/span>12<\/span>\u4e2a\u81ea\u6ce8\u610f\u5934\uff08<\/span>self attention head<\/span>\uff09\uff0c<\/span>110M<\/span>\u53c2\u6570\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff1b\uff08<\/span>2<\/span>\uff09<\/span>BERTLARGE<\/span>\u6a21\u578b\uff0c\u4e00\u4e2a<\/span>24<\/span>\u5c42\uff0c<\/span>1024<\/span>\u7ef4\uff0c<\/span>16<\/span>\u4e2a\u81ea\u6ce8\u610f\u5934\uff0c<\/span>340M<\/span>\u53c2\u6570\u7684\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u3002\u4e24\u8005\u7684\u8bad\u7ec3\u8bed\u6599\u90fd\u662f<\/span>BooksCorpus<\/span><\/span>\u4ee5\u53ca\u82f1\u8bed\u7ef4\u57fa\u767e\u79d1\u8bed\u6599\uff0c\u5355\u8bcd\u91cf\u5206\u522b\u662f<\/span>8\u4ebf\u4ee5\u53ca<\/span>25\u4ebf\u3002<\/span><\/span><\/p>\n
Google<\/span>\u5728<\/span>github<\/span>\u4e0a\u5f00\u6e90\u4e86\u8bb8\u591a\u8bad\u7ec3\u597d\u7684<\/span>BERT<\/span><\/span>\u6a21\u578b<\/span>\uff0c\u5b66\u4e60\u8005\u7ecf\u8fc7\u7b80\u5355\u5b66\u4e60\u5c31\u53ef\u4ee5\u4f7f\u7528\u3002<\/span><\/span><\/span><\/p>\n
\u8fd9\u91cc\u9644\u4e0a\u4e24\u7bc7\u6559\u7a0b\u3002<\/span><\/p>\n
https:\/\/www.cnblogs.com\/zackstang\/p\/15387549.html<\/span><\/p>\n
https:\/\/blog.csdn.net\/qq_27496129\/article\/details\/137501648<\/span><\/p>\n
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3.\u00a0Claude 3.5<\/strong><\/p>\n
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Claude 3.5\u662f\u7531<\/span>Anthropic\u5f00\u53d1\u7684\u4e00\u6b3e\u4eba\u5de5\u667a\u80fd\u5bf9\u8bdd\u6a21\u578b\uff0c\u662f<\/span>Claude\u7cfb\u5217\u7684\u6700\u65b0\u7248\u672c\u3002\u4ee5\u6cd5\u56fd\u542f\u8499\u601d\u60f3\u5bb6\u514b\u6d1b\u5fb7<\/span>\u00b7\u963f\u5fb7\u91cc\u5b89<\/span>\u00b7\u8d6b\u5c14\u7ef4\u4fee\u547d\u540d\uff0c<\/span>Claude 3.5\u65e8\u5728\u63d0\u4f9b\u66f4\u4e3a\u81ea\u7136\u548c\u6709\u6548\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002\u76f8\u6bd4\u524d\u4ee3\u7248\u672c\uff0c<\/span>Claude 3.5\u5728\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u751f\u6210\u66f4\u8fde\u8d2f\u7684\u56de\u7b54\u4ee5\u53ca\u5904\u7406\u590d\u6742\u95ee\u9898\u65b9\u9762\u6709\u4e86\u663e\u8457\u7684\u63d0\u5347\u3002\u5b83\u5728\u591a\u4e2a\u9886\u57df\u5177\u5907\u5e7f\u6cdb\u7684\u5e94\u7528\u6f5c\u529b\uff0c\u5305\u62ec\u5ba2\u6237\u670d\u52a1\u3001\u5185\u5bb9\u521b\u4f5c\u3001\u6559\u80b2\u652f\u6301\u548c\u7f16\u7a0b\u8f85\u52a9\u7b49\u3002\u4f5c\u4e3a\u4e00\u4e2a\u9ad8\u5ea6\u5148\u8fdb\u7684\u5bf9\u8bdd\u7cfb\u7edf\uff0c<\/span>Claude 3.5\u5c55\u73b0\u4e86\u5728\u8bed\u8a00\u7406\u89e3\u548c\u751f\u6210\u6280\u672f\u4e0a\u7684\u524d\u6cbf\u80fd\u529b\u3002<\/span><\/span><\/p>\n
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\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 4.Gemini1.5<\/strong><\/p>\n
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Gemini<\/span><\/span>\uff08\u524d\u79f0\uff1a<\/span>Bard\uff09\u662f\u7531<\/span>Google\u5f00\u53d1\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u3002\u5b83\u57fa\u4e8e\u540c\u540d\u7684<\/span>Gemini\u7cfb\u5217\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u662f\u5e94\u5bf9<\/span>OpenAI\u516c\u53f8\u5f00\u53d1\u7684<\/span>ChatGPT\u7684\u5d1b\u8d77\u800c\u5f00\u53d1\u7684\u3002<\/span>2023\u5e74<\/span>3\u6708\u5728\u90e8\u5206\u56fd\u5bb6\u548c\u5730\u533a\u63a8\u51fa\uff0c<\/span>2023\u5e74<\/span>5\u6708\u6269\u5c55\u5230\u66f4\u591a\u56fd\u5bb6\u3002<\/span>2024\u5e74<\/span>2\u6708<\/span>8\u65e5\u66f4\u540d\u4e3a<\/span>Gemini\u3002<\/span><\/span><\/p>\n
Gemini1.5\u7684\u67b6\u6784\u6539\u8fdb\u4f7f\u5176\u80fd\u591f\u5bf9\u5927\u578b\u4fe1\u606f\u96c6\u6267\u884c\u590d\u6742\u7684\u5206\u6790\u3002\u65e0\u8bba\u662f\u6df1\u5165\u7814\u7a76\u963f\u6ce2\u7f57<\/span>11\u53f7\u4efb\u52a1\u7684\u590d\u6742\u7ec6\u8282\u6216\u8005\u89e3\u6790\u65e0\u58f0\u7535\u5f71\uff0c<\/span>Gemini1.5\u5747\u5c55\u793a\u4e86\u65e0\u4e0e\u4f26\u6bd4\u7684\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002<\/span><\/span><\/p>\n
Gemini1.5Pro\u5728<\/span>Google\u5148\u8fdb\u7684<\/span>TPUv1.5\u4e0a\u5f00\u53d1\uff0c\u5df2\u5728\u591a\u79cd\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u8bad\u7ec3\uff0c\u6db5\u76d6\u5404\u4e2a\u9886\u57df\uff0c\u5305\u62ec\u591a\u6a21\u5f0f\u548c\u591a\u8bed\u8a00\u5185\u5bb9\u3002\u8fd9\u79cd\u5e7f\u6cdb\u7684\u8bad\u7ec3\u57fa\u7840\u4e0e\u57fa\u4e8e\u7c7b\u4eba\u6570\u636e\u7684\u5fae\u8c03\u76f8\u7ed3\u5408\uff0c\u786e\u4fdd<\/span>Gemini1.5Pro\u7684\u8f93\u51fa\u66f4\u8d34\u8fd1\u4eba\u7c7b\u3002<\/span><\/span><\/p>\n
$\"\"$ <\/p>\n
\uff08\u76ee\u524d<\/span>Gemini\u5728\u957f\u6587\u672c\u7684\u5904\u7406\u65b9\u9762\u9065\u9065\u9886\u5148\u3002\uff09<\/span><\/span><\/p>\n
$\"\"$ \u00a0<\/span><\/section>\n
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\u7279\u522b\u8bf4\u660e\uff1a\u672c\u6587\u4ec5\u4f9b\u5b66\u4e60\u4ea4\u6d41\uff0c\u5982\u6709\u4e0d\u59a5\u6b22\u8fce\u540e\u53f0\u8054\u7cfb\u5c0f\u7f16\u3002<\/span><\/p>\n<\/section>\n<\/blockquote>\n<\/section>\n","protected":false},"excerpt":{"rendered":"
\u6280\u672f\u79d1\u666e | \u9002\u7528\u4e8e\u8bed\u8a00\u5b66\u4e60\u7684\u5927\u8bed\u8a00\u6a21\u578b\u6c47\u603b \u7ffb\u8bd1\u6280\u672f\u6559\u80b2\u4e0e\u7814\u7a76 2024\u5e7407\u670820\u65e5 00: […]<\/p>\n","protected":false},"author":1,"featured_media":32213,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[82],"tags":[],"class_list":["post-32210","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-82"],"_links":{"self":[{"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/posts\/32210","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/linguaresources.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=32210"}],"version-history":[{"count":4,"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/posts\/32210\/revisions"}],"predecessor-version":[{"id":32219,"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/posts\/32210\/revisions\/32219"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/linguaresources.com\/index.php?rest_route=\/wp\/v2\/media\/32213"}],"wp:attachment":[{"href":"https:\/\/linguaresources.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=32210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/linguaresources.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=32210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/linguaresources.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=32210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}