{"id":24445,"date":"2025-02-11T10:21:04","date_gmt":"2025-02-11T02:21:04","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=24445"},"modified":"2025-02-11T10:21:04","modified_gmt":"2025-02-11T02:21:04","slug":"%e6%b8%85%e5%8d%8e%e5%a7%9a%e7%8f%ad%e6%a0%a1%e5%8f%8b%e7%ad%89%e6%8f%adtransformer%e8%87%b4%e5%91%bd%e7%bc%ba%e9%99%b7%ef%bc%8copenai%e7%a7%91%e5%ad%a6%e5%ae%b6%e7%b4%a7%e6%80%a5%e5%9b%9e%e5%ba%94","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/02\/11\/24445\/","title":{"rendered":"\u6e05\u534e\u59da\u73ed\u6821\u53cb\u7b49\u63edTransformer\u81f4\u547d\u7f3a\u9677\uff0cOpenAI\u79d1\u5b66\u5bb6\u7d27\u6025\u56de\u5e94\uff1a\u5b66\u672f\u754c\u8282\u594f\u592a\u6162"},"content":{"rendered":"<div><img data-dominant-color=\"d3c6df\" data-has-transparency=\"false\" style=\"--dominant-color: #d3c6df;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24447\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c6d5df699db2f569172450f064da59f2163ab5-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c6d5df699db2f569172450f064da59f2163ab5-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c6d5df699db2f569172450f064da59f2163ab5-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div><\/div>\n<div class=\"article-desc\">\u4e00\u7bc7\u62a5\u9053\uff0c\u5728AI\u5708\u6380\u8d77\u8f69\u7136\u5927\u6ce2\u3002\u6587\u4e2d\u5f15\u7528\u4e86\u8fd12\u5e74\u524d\u7684\u8bba\u6587\u76f4\u51fb\u5927\u6a21\u578b\u6b7b\u7a74\u2014\u2014Transformer\u89e6\u53ca\u5929\u82b1\u677f\uff0c\u5374\u5f15\u6765OpenAI\u7814\u7a76\u79d1\u5b66\u5bb6\u7684\u7d27\u6025\u56de\u5e94\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>\u8c01\u80fd\u60f3\u5230\uff0c\u4e00\u7bc7\u4e8e2023\u5e74\u53d1\u8868\u7684LLM\u8bba\u6587\uff0c\u7adf\u7136\u5728\u4e00\u5e74\u534a\u4e4b\u540e\u53c8\u300c\u706b\u300d\u4e86\u3002<\/p>\n<p><img data-dominant-color=\"e8e7e7\" data-has-transparency=\"true\" style=\"--dominant-color: #e8e7e7;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24448\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/568ad655931461250d04995bad989f7df3b143.png\" width=\"1080\" height=\"376\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/568ad655931461250d04995bad989f7df3b143.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/568ad655931461250d04995bad989f7df3b143-300x104.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/568ad655931461250d04995bad989f7df3b143-1024x357.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/568ad655931461250d04995bad989f7df3b143-150x52.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/568ad655931461250d04995bad989f7df3b143-768x267.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u804a\u5929\u673a\u5668\u4eba\u5f00\u59cb\u9762\u4e34\u6839\u672c\u6027\u7684\u9650\u5236<\/p>\n<p>\u8bba\u6587\u4e2d\uff0c\u6765\u81eaAi2\u3001\u534e\u76db\u987f\u5927\u5b66\u7b49\u673a\u6784\u7814\u7a76\u4eba\u5458\u79f0\uff0cTransformer\u5728\u7ec4\u5408\u80fd\u529b\u4e0a\u5b58\u5728\u9650\u5236\u3002<\/p>\n<p>\u4ee5\u57fa\u672c\u7684\u4e58\u6cd5\u4e3a\u4f8b\uff0c\u8ba9\u300cGPT-4\u300d\u8ba1\u7b97\u4e24\u4e2a\u4e09\u4f4d\u6570\u7684\u4e58\u79ef\uff0c\u6700\u521d\u7684\u6b63\u786e\u7387\u4ec5\u670959%\u3002\u5f53\u4e58\u6570\u589e\u52a0\u52304\u4f4d\u6570\u65f6\uff0c\u51c6\u786e\u7387\u76f4\u63a5\u66b4\u964d\u52304%\u3002<\/p>\n<p><img data-dominant-color=\"e4e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e4e4e4;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24449\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/82a429c0724dac0c8c1418cf44ec1f6d2edf52.png\" width=\"1080\" height=\"516\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/82a429c0724dac0c8c1418cf44ec1f6d2edf52.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/82a429c0724dac0c8c1418cf44ec1f6d2edf52-300x143.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/82a429c0724dac0c8c1418cf44ec1f6d2edf52-1024x489.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/82a429c0724dac0c8c1418cf44ec1f6d2edf52-150x72.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/82a429c0724dac0c8c1418cf44ec1f6d2edf52-768x367.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2305.18654<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0cQuanta Magazined\u8fd8\u5728\u62a5\u9053\u4e2d\u5f15\u7528\u4e86\u66fe\u662f\u54e5\u5927\u535a\u58eb\u7684\u5f6d\u70b3\u8f89\u4e8e2024\u53d1\u8868\u7684\u8bba\u6587\uff0c\u53bb\u8bba\u8bc1Transformer\u5b58\u5728\u7740\u6839\u672c\u6027\u7684\u9650\u5236\u3002<\/p>\n<p><img data-dominant-color=\"f2f2f2\" data-has-transparency=\"false\" style=\"--dominant-color: #f2f2f2;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24450\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/839d43c36f3e5d551c5769295b73028cc98b3f.png\" width=\"1080\" height=\"242\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/839d43c36f3e5d551c5769295b73028cc98b3f.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/839d43c36f3e5d551c5769295b73028cc98b3f-300x67.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/839d43c36f3e5d551c5769295b73028cc98b3f-1024x229.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/839d43c36f3e5d551c5769295b73028cc98b3f-150x34.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/839d43c36f3e5d551c5769295b73028cc98b3f-768x172.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2402.08164<\/p>\n<p><img data-dominant-color=\"f0f0f0\" data-has-transparency=\"false\" style=\"--dominant-color: #f0f0f0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24451\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/54ed49712c59f7663299279d1a85f5e2968b40.png\" width=\"1080\" height=\"205\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/54ed49712c59f7663299279d1a85f5e2968b40.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/54ed49712c59f7663299279d1a85f5e2968b40-300x57.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/54ed49712c59f7663299279d1a85f5e2968b40-1024x194.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/54ed49712c59f7663299279d1a85f5e2968b40-150x28.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/54ed49712c59f7663299279d1a85f5e2968b40-768x146.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2412.02975<\/p>\n<p>\u4e00\u4f5c\u5f6d\u70b3\u8f89\u548c\u5bfc\u5e08\u540c\u6837\u9a8c\u8bc1\u4e86\uff0c\u7531\u4e8eTransformer\u7f3a\u4e4f\u7ec4\u5408\u80fd\u529b\uff0c\u7531\u6b64\u5bfc\u81f4LLM\u4ea7\u751f\u4e86\u5e7b\u89c9\u3002<\/p>\n<p>\u4ed6\u4eec\u6307\u51fa\uff0c\u300c\u5982\u679c\u4e00\u4e2a\u5927\u6a21\u578b\u53ea\u6709\u5355\u5c42Transformer\u7ed3\u6784\uff0c\u603b\u53c2\u6570\u91cf\u5c0f\u4e8e\u57df\u7684\u5927\u5c0f\uff0cAI\u4fbf\u65e0\u6cd5\u89e3\u51b3\u7ec4\u5408\u4efb\u52a1\u300d\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u8fd9\u4e9b\u7814\u7a76\u672c\u8eab\u5e76\u6ca1\u6709\u4ec0\u4e48\uff0c\u4f46QM\u5374\u79f0\u4e4b\u4e3a\u300c\u6700\u8fd1\u300d\u3002\u8bc4\u8bba\u533a\u77ac\u95f4\u88ab\u7f51\u53cb\u4eec\u5410\u69fd\u6df9\u6ca1\u4e86\u3002<\/p>\n<p><img data-dominant-color=\"161616\" data-has-transparency=\"true\" style=\"--dominant-color: #161616;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24452\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c2875c50269f090900091766cea9e99e22e418.png\" width=\"1080\" height=\"191\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c2875c50269f090900091766cea9e99e22e418.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c2875c50269f090900091766cea9e99e22e418-300x53.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c2875c50269f090900091766cea9e99e22e418-1024x181.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c2875c50269f090900091766cea9e99e22e418-150x27.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c2875c50269f090900091766cea9e99e22e418-768x136.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><img data-dominant-color=\"131313\" data-has-transparency=\"true\" style=\"--dominant-color: #131313;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24453\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c53a32678dad0fc1d32412a25bab1967799fe1.png\" width=\"1080\" height=\"186\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c53a32678dad0fc1d32412a25bab1967799fe1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c53a32678dad0fc1d32412a25bab1967799fe1-300x52.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c53a32678dad0fc1d32412a25bab1967799fe1-1024x176.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c53a32678dad0fc1d32412a25bab1967799fe1-150x26.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c53a32678dad0fc1d32412a25bab1967799fe1-768x132.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><img data-dominant-color=\"18191a\" data-has-transparency=\"true\" style=\"--dominant-color: #18191a;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24454\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/39b7b5b7514b51765a569170e9340ddd09caee.png\" width=\"1080\" height=\"139\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/39b7b5b7514b51765a569170e9340ddd09caee.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/39b7b5b7514b51765a569170e9340ddd09caee-300x39.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/39b7b5b7514b51765a569170e9340ddd09caee-1024x132.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/39b7b5b7514b51765a569170e9340ddd09caee-150x19.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/39b7b5b7514b51765a569170e9340ddd09caee-768x99.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>OpenAI\u7814\u7a76\u5458Noam Brown\u76f4\u8a00\uff0c\u300c\u5b66\u672f\u754c\u7814\u7a76\u8282\u594f\u76f8\u5bf9\u8f83\u6162\uff0c\u800cLLM\u9886\u57df\u5927\u53d1\u5c55\u901f\u5ea6\u8fdc\u8d85\u5176\u60ef\u5e38\u6b65\u8c03\u300d\u3002<\/p>\n<p><img data-dominant-color=\"9d9e9e\" data-has-transparency=\"true\" style=\"--dominant-color: #9d9e9e;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24455\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/722f60b637fcc93b7cc7930cd8d3bfbd4c254e.png\" width=\"1080\" height=\"1137\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/722f60b637fcc93b7cc7930cd8d3bfbd4c254e.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/722f60b637fcc93b7cc7930cd8d3bfbd4c254e-285x300.png 285w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/722f60b637fcc93b7cc7930cd8d3bfbd4c254e-973x1024.png 973w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/722f60b637fcc93b7cc7930cd8d3bfbd4c254e-142x150.png 142w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/722f60b637fcc93b7cc7930cd8d3bfbd4c254e-768x809.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>DeepMind\u7814\u7a76\u79d1\u5b66\u5bb6\u5bf9\u6b64\u8fdb\u884c\u4e86\u53cd\u9a73\uff0c\u6211\u4eec\u57284-5\u4f4d\u7684\u7b97\u6570\u8fd0\u7b97\u4e0a\u4ecd\u672a\u8fbe\u5230\u5b8c\u7f8e\u7684\u6c34\u5e73\u3002<\/p>\n<p><img data-dominant-color=\"939393\" data-has-transparency=\"true\" style=\"--dominant-color: #939393;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24456\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/9454d2a176395bceab3924e516d6acd10aa8a2.png\" width=\"1080\" height=\"899\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/9454d2a176395bceab3924e516d6acd10aa8a2.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/9454d2a176395bceab3924e516d6acd10aa8a2-300x250.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/9454d2a176395bceab3924e516d6acd10aa8a2-1024x852.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/9454d2a176395bceab3924e516d6acd10aa8a2-150x125.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/9454d2a176395bceab3924e516d6acd10aa8a2-768x639.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8fd9\u4e9b\u8bba\u6587\u4e2d\u7684\u89c2\u70b9\uff0c\u5982\u4eca\u90fd\u8fd8\u6210\u7acb\u5417\uff1f<\/p>\n<h3>\u56db\u4f4d\u6570\u76f8\u4e58\uff0cGPT-4\u6b63\u786e\u73874%<\/h3>\n<p>\u827e\u4f26\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6240\u7684\u79d1\u5b66\u5bb6Nouha Dziri\u53ca\u5176\u56e2\u961f\uff0c\u5bf9\u4ee5ChatGPT\u4e3a\u4ee3\u8868LLM\u8fdb\u884c\u6d4b\u8bd5\uff0c\u8ba9\u5b83\u4eec\u5c1d\u8bd5\u89e3\u51b3\u8fd9\u7c7b\u903b\u8f91\u96be\u9898\uff0c\u6a21\u578b\u7684\u8868\u73b0\u5e76\u4e0d\u7406\u60f3\u3002<\/p>\n<p><img data-dominant-color=\"a08e7c\" data-has-transparency=\"false\" style=\"--dominant-color: #a08e7c;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24457\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/14b2fd2545ba018560e1926a92ebf364c1a35e.png\" width=\"917\" height=\"1280\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/14b2fd2545ba018560e1926a92ebf364c1a35e.png 917w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/14b2fd2545ba018560e1926a92ebf364c1a35e-215x300.png 215w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/14b2fd2545ba018560e1926a92ebf364c1a35e-734x1024.png 734w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/14b2fd2545ba018560e1926a92ebf364c1a35e-107x150.png 107w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/14b2fd2545ba018560e1926a92ebf364c1a35e-768x1072.png 768w\" sizes=\"auto, (max-width: 917px) 100vw, 917px\" 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/e59d33899558581d80c24248851fabb5880fe1-300x206.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/e59d33899558581d80c24248851fabb5880fe1-1024x704.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/e59d33899558581d80c24248851fabb5880fe1-150x103.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/e59d33899558581d80c24248851fabb5880fe1-768x528.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"eeeeee\" data-has-transparency=\"false\" style=\"--dominant-color: #eeeeee;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24459\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/52cf88a80fad465225589469f538cd58d56a79.png\" width=\"1080\" height=\"751\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/52cf88a80fad465225589469f538cd58d56a79.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/52cf88a80fad465225589469f538cd58d56a79-300x209.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/52cf88a80fad465225589469f538cd58d56a79-1024x712.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/52cf88a80fad465225589469f538cd58d56a79-150x104.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/52cf88a80fad465225589469f538cd58d56a79-768x534.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"eeeeee\" data-has-transparency=\"false\" style=\"--dominant-color: #eeeeee;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-24460\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c502948423060878d018421437935788073d7c.png\" width=\"1080\" height=\"716\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c502948423060878d018421437935788073d7c.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c502948423060878d018421437935788073d7c-300x199.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c502948423060878d018421437935788073d7c-1024x679.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c502948423060878d018421437935788073d7c-150x99.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/c502948423060878d018421437935788073d7c-768x509.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" 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data-dominant-color=\"eaeaea\" data-has-transparency=\"true\" style=\"--dominant-color: #eaeaea;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24461\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/a5b47dc56bbefed3026940816d7b6c5bd21ae9.png\" width=\"1080\" height=\"161\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/a5b47dc56bbefed3026940816d7b6c5bd21ae9.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/a5b47dc56bbefed3026940816d7b6c5bd21ae9-300x45.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/a5b47dc56bbefed3026940816d7b6c5bd21ae9-1024x153.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/a5b47dc56bbefed3026940816d7b6c5bd21ae9-150x22.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/a5b47dc56bbefed3026940816d7b6c5bd21ae9-768x114.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u5982\u679c\u5355\u5c42Transformer\u7684\u603b\u53c2\u6570\u6570\u91cf\u5c0f\u4e8e\u57df\u7684\u5927\u5c0f\uff0c\u4ece\u7406\u8bba\u4e0a\u6765\u8bf4\uff0cTransformer\u5c31\u89e3\u51b3\u4e0d\u4e86\u7ec4\u5408\u6027\u4efb\u52a1\u3002<\/p>\n<p>\u4ec5\u6709\u4e00\u4e2aTransformer\u5c42\u7684LLM\uff0c\u5728\u6570\u5b66\u5c42\u9762\u5b58\u5728\u660e\u663e\u7684\u5c40\u9650\u6027\u3002<\/p>\n<p>\u867d\u8bf4\u8fd9\u662f\u4e00\u4e2a\u5f88\u6709\u8bf4\u670d\u529b\u7684\u7406\u8bba\u6210\u679c\uff0c\u4f46\u5b83\u7684\u5b9e\u9645\u5f71\u54cd\u8fd8\u4e0d\u660e\u786e\uff0c\u56e0\u4e3a\u73b0\u4ee3LLM\u8981\u590d\u6742\u5f97\u591a\u3002<\/p>\n<p><img data-dominant-color=\"ededed\" data-has-transparency=\"true\" style=\"--dominant-color: #ededed;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-24462\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/811697444ee10c5c173364feb4926549dcf434.png\" width=\"1080\" height=\"122\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/811697444ee10c5c173364feb4926549dcf434.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/811697444ee10c5c173364feb4926549dcf434-300x34.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/811697444ee10c5c173364feb4926549dcf434-1024x116.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/811697444ee10c5c173364feb4926549dcf434-150x17.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/811697444ee10c5c173364feb4926549dcf434-768x87.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" 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src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/521507d572115f3582a587590be6f1861cfc5a.png\" width=\"1080\" height=\"134\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/521507d572115f3582a587590be6f1861cfc5a.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/521507d572115f3582a587590be6f1861cfc5a-300x37.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/521507d572115f3582a587590be6f1861cfc5a-1024x127.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/521507d572115f3582a587590be6f1861cfc5a-150x19.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/02\/521507d572115f3582a587590be6f1861cfc5a-768x95.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" 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