{"id":18018,"date":"2024-01-29T12:33:30","date_gmt":"2024-01-29T04:33:30","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=18018"},"modified":"2024-01-29T13:00:36","modified_gmt":"2024-01-29T05:00:36","slug":"%e8%b0%b7%e6%ad%8c%e5%86%8d%e9%9b%aa%e5%89%8d%e8%80%bb%ef%bc%8c%e6%96%b0bard%e9%80%86%e8%a2%adgpt-4%e5%86%b2%e4%b8%8allm%e6%8e%92%e8%a1%8c%e6%a6%9c%e7%ac%ac%e4%ba%8c%ef%bc%81jeff-dean%e9%ab%98","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/01\/29\/18018\/","title":{"rendered":"\u8c37\u6b4c\u518d\u96ea\u524d\u803b\uff0c\u65b0Bard\u9006\u88adGPT-4\u51b2\u4e0aLLM\u6392\u884c\u699c\u7b2c\u4e8c\uff01Jeff Dean\u9ad8\u547c\u6211\u4eec\u56de\u6765\u4e86"},"content":{"rendered":"<div class=\"article-desc\">\u8c37\u6b4cBard\u53c8\u884c\u4e86\uff1f\u5728\u7b2c\u4e09\u65b9LLM\u300c\u6392\u4f4d\u8d5b\u300d\u6392\u884c\u699c\u4e0a\uff0cBard\u51fb\u8d25GPT-4\u6210\u4e3a\u7b2c\u4e8c\u540d\u3002Jeff 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d2b01fb708bc2ae7297772b7bfa1561c67e1bb-1-150x86.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d2b01fb708bc2ae7297772b7bfa1561c67e1bb-1-768x442.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u4ece\u8c37\u6b4c\u7684\u8fd9\u6ce2\u66f4\u65b0\u53ef\u4ee5\u770b\u51fa\uff0cGemini Pro\u7684\u6f5c\u529b\u4f3c\u4e4e\u8fdc\u8fdc\u6ca1\u6709\u88ab\u5b8c\u5168\u91ca\u653e\uff0c\u5e0c\u671b\u8c37\u6b4c\u80fd\u518d\u63a5\u518d\u5389\uff0c\u5bf9OpenAI\u4e00\u5bb6\u72ec\u5927\u7684\u683c\u5c40\u5f62\u6210\u6311\u6218\u3002<\/p>\n<p><img data-dominant-color=\"f5f6f8\" data-has-transparency=\"false\" style=\"--dominant-color: #f5f6f8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18056\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c4f1b3958f88a49f7db87545c5c8c9bbe8f6af-1.png\" width=\"1080\" height=\"503\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c4f1b3958f88a49f7db87545c5c8c9bbe8f6af-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c4f1b3958f88a49f7db87545c5c8c9bbe8f6af-1-300x140.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c4f1b3958f88a49f7db87545c5c8c9bbe8f6af-1-1024x477.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c4f1b3958f88a49f7db87545c5c8c9bbe8f6af-1-150x70.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c4f1b3958f88a49f7db87545c5c8c9bbe8f6af-1-768x358.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" 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sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n<p>\u6a21\u578bA\u76f8\u5bf9\u4e8e\u6a21\u578bB\u5728\u6240\u6709\u975e\u5e73\u5c40\u5bf9\u51b3\u4e2d\u83b7\u80dc\u7684\u6bd4\u4f8b<\/p>\n<p><img data-dominant-color=\"b8abd5\" data-has-transparency=\"false\" style=\"--dominant-color: #b8abd5;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18058\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/01db809887730b980f6846c2245bf94d5693f2-1.png\" width=\"700\" height=\"700\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/01db809887730b980f6846c2245bf94d5693f2-1.png 700w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/01db809887730b980f6846c2245bf94d5693f2-1-300x300.png 300w, 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/438f43217f8068762e37105893d4f27e8f3887-1-300x214.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/438f43217f8068762e37105893d4f27e8f3887-1-150x107.png 150w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n<p>\u901a\u8fc71000\u8f6e\u968f\u673a\u62bd\u6837\u5bf9Elo\u8bc4\u5206\u8fdb\u884c\u7684\u81ea\u4e3e\u6cd5\uff08Bootstrap\uff09\u4f30\u8ba1<\/p>\n<p><img data-dominant-color=\"c9cef8\" data-has-transparency=\"false\" style=\"--dominant-color: #c9cef8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18060\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d6fe5c786bdbb189622456f0caace13f0ea0a4-1.png\" width=\"700\" height=\"500\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" 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data-dominant-color=\"000000\" data-has-transparency=\"true\" style=\"--dominant-color: #000000;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-18061\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/69b59fa3162d38591ab299eb6499df027da168-1.png\" width=\"181\" height=\"43\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/69b59fa3162d38591ab299eb6499df027da168-1.png 181w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/69b59fa3162d38591ab299eb6499df027da168-1-150x36.png 150w\" sizes=\"auto, (max-width: 181px) 100vw, 181px\" 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d9dad8334c5662f88da1917080d329936218fd-1.png 1018w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d9dad8334c5662f88da1917080d329936218fd-1-239x300.png 239w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d9dad8334c5662f88da1917080d329936218fd-1-814x1024.png 814w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d9dad8334c5662f88da1917080d329936218fd-1-119x150.png 119w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d9dad8334c5662f88da1917080d329936218fd-1-768x966.png 768w\" sizes=\"auto, (max-width: 1018px) 100vw, 1018px\" \/><\/p>\n<p>\u4e0d\u8fc7\u8fd8\u662f\u6709\u7f51\u53cb\u5410\u69fd\uff0c\u5373\u4f7f\u5728PvP\u6392\u884c\u699c\u4e0aBard\u5df2\u7ecf\u53d6\u5f97\u4e86\u5f88\u597d\u7684\u6210\u7ee9\uff0c\u4f46\u662f\u5bf9\u4e8e\u7406\u89e3\u7528\u6237\u9700\u6c42\u548c\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u7684\u80fd\u529b\uff0cBard\u548cGPT-4\u4f9d\u7136\u8fd8\u6709\u5f88\u5927\u5dee\u8ddd\u3002<\/p>\n<p><img data-dominant-color=\"191919\" data-has-transparency=\"false\" style=\"--dominant-color: #191919;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18063\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/5328b1758591813b669745d000f9be4a8dc3e2-1.png\" width=\"1080\" height=\"409\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/5328b1758591813b669745d000f9be4a8dc3e2-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/5328b1758591813b669745d000f9be4a8dc3e2-1-300x114.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/5328b1758591813b669745d000f9be4a8dc3e2-1-1024x388.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/5328b1758591813b669745d000f9be4a8dc3e2-1-150x57.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/5328b1758591813b669745d000f9be4a8dc3e2-1-768x291.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u4e5f\u6709\u7f51\u53cb\u8ba4\u4e3a\uff0c\u7528\u80fd\u8054\u7f51\u7684Bard\u548c\u79bb\u7ebf\u7684GPT-4\u6253\u6709\u5931\u516c\u5e73\u3002\u751a\u81f3\uff0c\u5c31\u8fd9\u6837\u8fd8\u6ca1\u6253\u8fc7\u2026\u2026<\/p>\n<p><img data-dominant-color=\"131414\" data-has-transparency=\"false\" style=\"--dominant-color: #131414;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18064\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c981849105c4b6e59d5946f0d7a1f5822333ff-1.png\" width=\"1080\" height=\"344\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c981849105c4b6e59d5946f0d7a1f5822333ff-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c981849105c4b6e59d5946f0d7a1f5822333ff-1-300x96.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c981849105c4b6e59d5946f0d7a1f5822333ff-1-1024x326.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c981849105c4b6e59d5946f0d7a1f5822333ff-1-150x48.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c981849105c4b6e59d5946f0d7a1f5822333ff-1-768x245.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u800c\u6700\u6709\u610f\u601d\u7684\uff0c\u8fd8\u8981\u6570\u7f51\u53cb\u5728\u6392\u884c\u699c\u4e2d\u53d1\u73b0\u7684\u300c\u534e\u70b9\u300d\u4e86\uff1a\u53f7\u79f0\u662fGPT-4\u6700\u5927\u7ade\u54c1\u7684Claude\u5c45\u7136\u8d8a\u66f4\u65b0\u8d8a\u5f31\u4e86\u3002<\/p>\n<p>\u5bf9\u6b64\uff0c\u4e4b\u524d\u6709\u5206\u6790\u8ba4\u4e3a\uff0cAnthropic\u4e00\u76f4\u5728\u5927\u529b\u53d1\u5c55\u7684\u4e0e\u4eba\u7c7b\u5bf9\u9f50\uff0c\u4f1a\u4e25\u91cd\u5f71\u54cd\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n<p><img data-dominant-color=\"171717\" data-has-transparency=\"false\" style=\"--dominant-color: #171717;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18065\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/867f49011554a523784336dd06fd9f4aff5264-1.png\" width=\"1080\" height=\"260\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/867f49011554a523784336dd06fd9f4aff5264-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/867f49011554a523784336dd06fd9f4aff5264-1-300x72.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/867f49011554a523784336dd06fd9f4aff5264-1-1024x247.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/867f49011554a523784336dd06fd9f4aff5264-1-150x36.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/867f49011554a523784336dd06fd9f4aff5264-1-768x185.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"f5f6f7\" data-has-transparency=\"false\" style=\"--dominant-color: #f5f6f7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18066\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/62a56d7228bf3f49f5b063c19b8fbfdb5242fb-1.jpg\" width=\"1080\" height=\"503\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/62a56d7228bf3f49f5b063c19b8fbfdb5242fb-1.jpg 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/62a56d7228bf3f49f5b063c19b8fbfdb5242fb-1-300x140.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/62a56d7228bf3f49f5b063c19b8fbfdb5242fb-1-1024x477.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/62a56d7228bf3f49f5b063c19b8fbfdb5242fb-1-150x70.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/62a56d7228bf3f49f5b063c19b8fbfdb5242fb-1-768x358.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<h4>GPT-4 Turbo\u8d85\u957f\u4e0a\u4e0b\u6587A\/B\u6d4b\u8bd5<\/h4>\n<p>\u6709\u8da3\u7684\u662f\uff0c\u8fd9\u4e2a\u8fdeJeff Dean\u90fd\u4eb2\u81ea\u4e0b\u573a\u7684\u300c\u5237\u699c\u300d\uff0c\u6b63\u5de7\u5c31\u5728OpenAI\u8fde\u53d15\u6b3e\u65b0\u6a21\u578b\u7684\u7b2c\u4e8c\u5929\u3002<\/p>\n<p>\u6839\u636eOpenAI\u7684\u4ecb\u7ecd\uff0c\u65b0\u7248GPT-4 Turbo\u2014\u2014gpt-4-0125-preview\uff0c\u4e0d\u4ec5\u5927\u5e45\u6539\u5584\u4e86\u6a21\u578b\u300c\u5077\u61d2\u300d\u7684\u60c5\u51b5\uff0c\u800c\u4e14\u8fd8\u6781\u5927\u5730\u63d0\u5347\u4e86\u4ee3\u7801\u751f\u6210\u7684\u80fd\u529b\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u6b63\u5982\u5927\u5bb6\u5bf9Bard\u7684\u6000\u7591\uff0cGPT-4\u8fd9\u6b21\u5230\u5e95\u6709\u6ca1\u6709\u53d8\u5f3a\u4e5f\u6709\u5f85\u9a8c\u8bc1\u3002<\/p>\n<p><img data-dominant-color=\"f3f3f3\" data-has-transparency=\"false\" style=\"--dominant-color: #f3f3f3;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18067\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d945b2087a7d183689581954a9db078b4f4a1c-1.png\" width=\"1080\" height=\"197\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d945b2087a7d183689581954a9db078b4f4a1c-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d945b2087a7d183689581954a9db078b4f4a1c-1-300x55.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d945b2087a7d183689581954a9db078b4f4a1c-1-1024x187.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d945b2087a7d183689581954a9db078b4f4a1c-1-150x27.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d945b2087a7d183689581954a9db078b4f4a1c-1-768x140.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u5bf9\u6b64\uff0cAI\u516c\u53f8Smol\u7684\u521b\u59cb\u4ebaShawn Wang\uff0c\u5c31\u5728\u8d85\u8fc7100k\u5355\u8bcd\u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u4e2d\uff0c\u5bf9\u6bd4\u6d4b\u8bd5\u4e86\u65b0\u65e7GPT4-Turbo\u7684\u603b\u7ed3\u80fd\u529b\u3002<\/p>\n<p>Wang\u8868\u793a\uff0c\u4e24\u6b21\u6d4b\u8bd5\u4f7f\u7528\u7684\u662f\u5b8c\u5168\u76f8\u540c\u63d0\u793a\u8bcd\uff0c\u4ee5\u53ca\u57fa\u672c\u76f8\u540c\u7684\u8bed\u6599\u5e93\u3002<\/p>\n<p>\u867d\u7136\u6ca1\u6709\u4e25\u683c\u4e25\u683c\uff0c\u4f46\u6bcf\u4e2a\u6a21\u578b\u90fd\u8fdb\u884c\u4e86\u8d85\u8fc7300\u6b21\u7684API\u8c03\u7528\uff0c\u56e0\u6b64\u5bf9\u4e8e\u603b\u7ed3\u4efb\u52a1\u800c\u8a00\uff0c\u8fd9\u4e00\u7ed3\u679c\u8fd8\u662f\u5177\u6709\u4e00\u5b9a\u53c2\u8003\u4ef7\u503c\u7684\u3002<\/p>\n<p><img data-dominant-color=\"101010\" data-has-transparency=\"false\" style=\"--dominant-color: #101010;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18068\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/766b11c358791dca76e6387be647e58913ca94-1.png\" width=\"1080\" height=\"251\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/766b11c358791dca76e6387be647e58913ca94-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/766b11c358791dca76e6387be647e58913ca94-1-300x70.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/766b11c358791dca76e6387be647e58913ca94-1-1024x238.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/766b11c358791dca76e6387be647e58913ca94-1-150x35.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/766b11c358791dca76e6387be647e58913ca94-1-768x178.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u7ed3\u679c\u663e\u793a\uff0c2024\u5e741\u6708\u7684GPT4-Turbo\u82b1\u8d39\u4e8619\u5206\u949f\u6765\u751f\u621020,265\u4e2a\u5355\u8bcd\uff0c\u76f8\u6bd4\u4e4b\u4e0b\uff0c2023\u5e7411\u6708\u7684\u752816\u5206\u949f\u751f\u6210\u4e8618,884\u4e2a\u5355\u8bcd\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u65b0\u6a21\u578b\u7684\u751f\u6210\u901f\u5ea6\u5927\u7ea6\u6162\u4e86 18%\uff0c\u4e14\u751f\u6210\u6587\u672c\u7684\u957f\u5ea6\u5e73\u5747\u504f\u957f\u7ea67%\u3002<\/p>\n<p>\u8d28\u91cf\u65b9\u9762\uff1a<\/p>\n<p>&#8211; 2024\u5e741\u6708\u7684\u6a21\u578b\u5728\u4e3b\u9898\u9009\u62e9\u4e0a\u7565\u6709\u6539\u5584\uff0c\u4f46\u4ecd\u5b58\u5728\u95ee\u9898<\/p>\n<p>&#8211; 2023\u5e7411\u6708\u7684\u6a21\u578b\u4f1a\u4ea7\u751f\u66f4\u591a\u9519\u8bef\u4fe1\u606f<\/p>\n<p>&#8211; 2024\u5e741\u6708\u7684\u6a21\u578b\u5728\u603b\u7ed3\u4e2d\u6dfb\u52a0\u5c0f\u6807\u9898\u7684\u80fd\u529b\u7565\u6709\u63d0\u5347<\/p>\n<p>&#8211; 2024\u5e741\u6708\u7684\u6a21\u578b\u51fa\u73b0\u4e86\u4e00\u6b21\u4e25\u91cd\u7684\u683c\u5f0f\u9519\u8bef\uff0c\u800c\u8fd9\u5728\u4e4b\u524d\u662f\u6781\u4e3a\u7f55\u89c1\u7684<\/p>\n<p>&#8211; 2023\u5e7411\u6708\u7684\u6a21\u578b\u6587\u672c\u8be6\u60c5\u66f4\u52a0\u4e30\u5bcc<\/p>\n<p>\u603b\u4f53\u800c\u8a00\uff0c\u65b0\u7248GPT4-Turbo\u5728\u603b\u7ed3\u8fd9\u4e00\u5e94\u7528\u573a\u666f\u4e0a\u6709\u6240\u9000\u6b65\u3002<\/p>\n<p><img data-dominant-color=\"ece8e8\" data-has-transparency=\"false\" style=\"--dominant-color: #ece8e8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18069\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/67d276e285a16b4e24b011f390a7674cfe9eb9-1.png\" width=\"1080\" height=\"592\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/67d276e285a16b4e24b011f390a7674cfe9eb9-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/67d276e285a16b4e24b011f390a7674cfe9eb9-1-300x164.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/67d276e285a16b4e24b011f390a7674cfe9eb9-1-1024x561.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/67d276e285a16b4e24b011f390a7674cfe9eb9-1-150x82.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/67d276e285a16b4e24b011f390a7674cfe9eb9-1-768x421.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"eae5e4\" data-has-transparency=\"false\" style=\"--dominant-color: #eae5e4;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18070\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/1241b0007e0d4d30f38485b15a1b64b7f85340-1.png\" width=\"1080\" height=\"632\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/1241b0007e0d4d30f38485b15a1b64b7f85340-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/1241b0007e0d4d30f38485b15a1b64b7f85340-1-300x176.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/1241b0007e0d4d30f38485b15a1b64b7f85340-1-1024x599.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/1241b0007e0d4d30f38485b15a1b64b7f85340-1-150x88.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/1241b0007e0d4d30f38485b15a1b64b7f85340-1-768x449.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"e9e5e5\" data-has-transparency=\"false\" style=\"--dominant-color: #e9e5e5;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18071\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/a708afd89f954856d6947881f0ed5e405b3f9d-1.png\" width=\"1080\" height=\"532\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/a708afd89f954856d6947881f0ed5e405b3f9d-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/a708afd89f954856d6947881f0ed5e405b3f9d-1-300x148.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/a708afd89f954856d6947881f0ed5e405b3f9d-1-1024x504.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/a708afd89f954856d6947881f0ed5e405b3f9d-1-150x74.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/a708afd89f954856d6947881f0ed5e405b3f9d-1-768x378.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"e9e4e4\" data-has-transparency=\"false\" style=\"--dominant-color: #e9e4e4;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18072\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/32aa2b0496d06afdaa30746cdcd056acc62048-1.png\" width=\"1080\" height=\"664\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/32aa2b0496d06afdaa30746cdcd056acc62048-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/32aa2b0496d06afdaa30746cdcd056acc62048-1-300x184.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/32aa2b0496d06afdaa30746cdcd056acc62048-1-1024x630.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/32aa2b0496d06afdaa30746cdcd056acc62048-1-150x92.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/32aa2b0496d06afdaa30746cdcd056acc62048-1-768x472.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u5de6\u4fa7\uff1a2023\u5e7411\u6708\uff1b\u53f3\u4fa7\uff1a2024\u5e741\u6708\uff08\u5de6\u53f3\u6ed1\u52a8\u67e5\u770b\u5168\u90e8\uff09<\/p>\n<h4>OpenAI\u6700\u540e\u7684\u300c\u5f00\u6e90\u9057\u4f5c\u300d\u4e24\u5468\u5e74<\/h4>\n<p>\u4e0d\u5f97\u4e0d\u8bf4\uff0cAI\u9886\u57df\u7684\u53d1\u5c55\u8fc7\u4e8e\u8fc5\u731b\uff0c\u751a\u81f3\u8ba9\u4eba\u5bf9\u65f6\u95f4\u7684\u6d41\u901f\u90fd\u4ea7\u751f\u4e86\u9519\u89c9\u3002<\/p>\n<p>\u4eca\u5929\uff0c\u82f1\u4f1f\u8fbe\u9ad8\u7ea7\u79d1\u5b66\u5bb6Jim Fan\u53d1\u63a8\u7eaa\u5ff5\u4e86InstructGPT\u53d1\u5e03\u4e8c\u5468\u5e74\u3002<\/p>\n<p><img data-dominant-color=\"181818\" data-has-transparency=\"false\" style=\"--dominant-color: #181818;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18073\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b35d18f580d0bbeebcf649d8f92cbbfa35e599-1.png\" width=\"1080\" height=\"362\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b35d18f580d0bbeebcf649d8f92cbbfa35e599-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b35d18f580d0bbeebcf649d8f92cbbfa35e599-1-300x101.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b35d18f580d0bbeebcf649d8f92cbbfa35e599-1-1024x343.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b35d18f580d0bbeebcf649d8f92cbbfa35e599-1-150x50.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b35d18f580d0bbeebcf649d8f92cbbfa35e599-1-768x257.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u5728\u8fd9\u91cc\uff0cOpenAI\u5b9a\u4e49\u4e86\u4e00\u5957\u6807\u51c6\u6d41\u7a0b\uff1a\u9884\u8bad\u7ec3 -&gt; \u76d1\u7763\u5f0f\u5fae\u8c03 -&gt; RLHF\u3002\u76f4\u5230\u4eca\u5929\uff0c\u8fd9\u4f9d\u7136\u662f\u5927\u5bb6\u9075\u5faa\u7684\u57fa\u672c\u7b56\u7565\uff08\u5c3d\u7ba1\u6709\u4e9b\u8bb8\u53d8\u5316\uff0c\u6bd4\u5982DPO\uff09\u3002<\/p>\n<p>\u5b83\u4e0d\u4ec5\u4ec5\u662f\u5927\u8bed\u8a00\u6a21\u578b\u4ece\u5b66\u672f\u63a2\u7d22\uff08GPT-3\uff09\u5230\u8f6c\u5316\u4e3a\u5177\u6709\u5b9e\u9645\u5f71\u54cd\u529b\u7684\u4ea7\u54c1\uff08ChatGPT\uff09\u7684\u5173\u952e\u8f6c\u6298\u70b9\uff0c\u800c\u4e14\u4e5f\u662f\u6700\u540e\u4e00\u7bc7OpenAI\u8be6\u7ec6\u8bf4\u660e\u4ed6\u4eec\u5982\u4f55\u8bad\u7ec3\u524d\u6cbf\u6a21\u578b\u7684\u8bba\u6587\u3002<\/p>\n<p><img data-dominant-color=\"ececec\" data-has-transparency=\"false\" style=\"--dominant-color: #ececec;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18074\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d742abf39155dffe2df6795b4450e9ee295bef-1.png\" width=\"1080\" height=\"703\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d742abf39155dffe2df6795b4450e9ee295bef-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d742abf39155dffe2df6795b4450e9ee295bef-1-300x195.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d742abf39155dffe2df6795b4450e9ee295bef-1-1024x667.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d742abf39155dffe2df6795b4450e9ee295bef-1-150x98.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/d742abf39155dffe2df6795b4450e9ee295bef-1-768x500.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2203.02155<\/p>\n<p>&#8211; InstructGPT\u57282022\u5e74\u7684NeurIPS\u4f1a\u8bae\u4e0a\u9996\u6b21\u4eae\u76f8\uff0c\u4f46\u5b83\u5e76\u4e0d\u662fRLHF\u7684\u53d1\u660e\u8005\u3002\u5b9e\u9645\u4e0a\uff0c\u76f8\u5173\u535a\u5ba2\u5c06\u8bfb\u8005\u5f15\u5411\u4e86OpenAI\u56e2\u961f\u57282017\u5e74\u5b8c\u6210\u7684\u539f\u59cbRLHF\u7814\u7a76\u3002<\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u6700\u521d\u7684\u76ee\u7684\u662f\u89e3\u51b3\u6a21\u62df\u673a\u5668\u4eba\u9886\u57df\u4e2d\u96be\u4ee5\u660e\u786e\u5b9a\u4e49\u7684\u4efb\u52a1\u2014\u2014\u901a\u8fc7\u4e00\u540d\u4eba\u7c7b\u6807\u6ce8\u8005\u63d0\u4f9b\u7684900\u4e2a\u4e8c\u9009\u4e00\u504f\u597d\uff0cRLHF\u8ba9\u4e00\u4e2a\u7b80\u5355\u7684\u300c\u8df3\u8dc3\u300d\u673a\u5668\u4eba\u5728\u6a21\u62df\u73af\u5883\u4e2d\u5b66\u4f1a\u4e86\u540e\u7a7a\u7ffb\u3002<\/p>\n<p><img data-dominant-color=\"e9e9e9\" data-has-transparency=\"false\" style=\"--dominant-color: #e9e9e9;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18075\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/e644dbe9039802b80969681a88d91d0156f758-1.png\" width=\"1080\" height=\"505\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/e644dbe9039802b80969681a88d91d0156f758-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/e644dbe9039802b80969681a88d91d0156f758-1-300x140.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/e644dbe9039802b80969681a88d91d0156f758-1-1024x479.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/e644dbe9039802b80969681a88d91d0156f758-1-150x70.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/e644dbe9039802b80969681a88d91d0156f758-1-768x359.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1706.03741v4<\/p>\n<p>&#8211; \u6a21\u578b\u63d0\u4f9b\u4e86\u4e09\u79cd\u89c4\u6a21\uff1a1.3B\u30016B\u3001175B\u3002\u4e0e\u65e7\u7684\u3001\u9700\u8981\u590d\u6742\u63d0\u793a\u8bbe\u8ba1\u7684GPT-3-175B\u76f8\u6bd4\uff0c\u6807\u6ce8\u8005\u660e\u663e\u66f4\u559c\u6b22Instruct-1.3B\u3002\u5fae\u8f6f\u6700\u77e5\u540d\u7684\u300c\u5c0f\u6a21\u578b\u300dPhi-1\u4e5f\u662f1.3B\u3002<\/p>\n<p>&#8211; InstructGPT\u5c55\u793a\u4e86\u5982\u4f55\u7cbe\u5f69\u5730\u5448\u73b0\u7814\u7a76\u6210\u679c\u3002\u4e09\u4e2a\u6b65\u9aa4\u7684\u56fe\u8868\u6e05\u6670\u6613\u61c2\uff0c\u5e76\u4e14\u6210\u4e3aAI\u9886\u57df\u6700\u6807\u5fd7\u6027\u7684\u56fe\u50cf\u4e4b\u4e00\u3002\u5f15\u8a00\u90e8\u5206\u76f4\u63a5\u4e86\u5f53\uff0c\u7528\u7c97\u4f53\u7a81\u51fa\u4e868\u4e2a\u6838\u5fc3\u89c2\u70b9\u3002\u5bf9\u5c40\u9650\u6027\u548c\u504f\u89c1\u7684\u8ba8\u8bba\u5b9e\u4e8b\u6c42\u662f\u3001\u5766\u8bda\u76f4\u63a5\u3002<\/p>\n<p><img data-dominant-color=\"f1f3f3\" data-has-transparency=\"false\" style=\"--dominant-color: #f1f3f3;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-18076\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/58381c049dca46f0b76441c90c0b558b77764c-1.png\" width=\"1080\" height=\"624\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/58381c049dca46f0b76441c90c0b558b77764c-1.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/58381c049dca46f0b76441c90c0b558b77764c-1-300x173.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/58381c049dca46f0b76441c90c0b558b77764c-1-1024x592.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/58381c049dca46f0b76441c90c0b558b77764c-1-150x87.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/58381c049dca46f0b76441c90c0b558b77764c-1-768x444.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"article-bottom\"><\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_18018\" class=\"pvc_stats total_only  \" data-element-id=\"18018\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 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