{"id":241051,"date":"2024-06-05T17:57:00","date_gmt":"2024-06-05T09:57:00","guid":{"rendered":"https:\/\/pingtungtimes.com.tw\/?p=241051"},"modified":"2024-06-05T17:57:00","modified_gmt":"2024-06-05T09:57:00","slug":"linq%e7%9a%84ai%e6%aa%a2%e7%b4%a2%e6%a8%a1%e5%9e%8b%e7%99%bb%e9%a0%82huggingface-mteb%e6%8e%92%e8%a1%8c%e6%a6%9c","status":"publish","type":"post","link":"https:\/\/pingtungtimes.com.tw\/?p=241051","title":{"rendered":"Linq\u7684AI\u6aa2\u7d22\u6a21\u578b\u767b\u9802HuggingFace MTEB\u6392\u884c\u699c"},"content":{"rendered":"
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\u6ce2\u58eb\u9813<\/span>2024\u5e746\u67085\u65e5<\/span> \/\u7f8e\u901a\u793e\/ — \u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u521d\u5275\u516c\u53f8Linq\u5ba3\u4f48\uff0c\u8a72\u516c\u53f8\u7684\u5927\u578b\u5d4c\u5165\u6a21\u578b\u300cLinq-Embed-Mistral\u300d\u5728HuggingFace\u7684\u300c\u5927\u898f\u6a21\u6587\u672c\u5d4c\u5165\u57fa\u6e96\uff08MTEB\uff09\u300d\u6392\u884c\u699c\u6587\u672c\u6aa2\u7d22\u8a55\u4f30\u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u8d85\u904e\u4e86NVIDIA\u3001Salesforce\u3001Google\uff0cOpenAI\u548cCohere\u7b49\u7af6\u722d\u5c0d\u624b\u3002\u9019\u9805\u8a55\u4f30\u7531\u5168\u7403\u6700\u5927\u7684\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0HuggingFace\u8ca0\u8cac\u3002<\/p>\n

Linq\u7684\u5d4c\u5165\u6a21\u578b\u5728\u6587\u672c\u6aa2\u7d22\u985e\u5225\u4e2d\u7372\u5f97\u4e8660.2\u5206\uff0c\u9ad8\u5c45\u699c\u9996\uff0c\u9818\u5148\u65bcNVIDIA\uff0859.4\u5206\uff09\u548cVoyage AI\uff0858.3\u5206\uff09\u3002Google\u7684\u6a21\u578b\u4ee555.7\u5206\u7dca\u96a8\u5176\u5f8c\uff0cOpenAI\u548cCohere\u5206\u5225\u7372\u5f9755.4\u5206\u548c55.0\u5206\u3002<\/p>\n

HuggingFace\u7684MTEB\u6392\u884c\u699c\u5c0d\u5d4c\u5165\u6a21\u578b\u5728\u5206\u985e\u3001\u805a\u985e\u3001\u6210\u5c0d\u5206\u985e\u3001\u91cd\u6392\u5e8f\u3001\u6aa2\u7d22\u3001\u8a9e\u7fa9\u6587\u672c\u76f8\u4f3c\u5ea6\uff08STS\uff09\u548c\u6458\u8981\u9019\u4e03\u500b\u985e\u5225\u4e2d\u7684\u8868\u73fe\u9032\u884c\u4e86\u6392\u540d\u3002Linq\u7684\u5d4c\u5165\u6a21\u578b\u4e0d\u50c5\u5728\u6587\u672c\u6aa2\u7d22\u985e\u5225\u4e2d\u8868\u73fe\u51fa\u8272\uff0c\u5728\u5176\u4ed6\u985e\u5225\u4e2d\u4e5f\u5c45\u65bc\u9818\u5148\uff0c\u7e3d\u9ad4\u6392\u540d\u7b2c\u4e09\u3002<\/p>\n

MTEB\u7e3d\u5171\u5217\u51fa\u4e86300\u591a\u500b\u5d4c\u5165\u6a21\u578b\uff0c\u8868\u660e\u5d4c\u5165\u6a21\u578b\u6280\u8853\u9818\u57df\u8655\u65bc\u6fc0\u70c8\u4f46\u826f\u6027\u7684\u7af6\u722d\u614b\u52e2\u3002Linq\u5728\u9019\u9805\u57fa\u6e96\u6e2c\u8a66\u4e2d\u7684\u512a\u7570\u8868\u73fe\u8b49\u660e\u4e86\u5176\u5728\u5d4c\u5165\u6a21\u578b\u6280\u8853\u65b9\u9762\u7684\u9818\u5148\u512a\u52e2\u3002<\/p>\n

\u5d4c\u5165\u6a21\u578b\u5728\u751f\u6210\u5f0fAI\u4e2d\u81f3\u95dc\u91cd\u8981\uff0c\u5c24\u5176\u662f\u901a\u904e\u63a1\u7528\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u6280\u8853\u4f86\u89e3\u6c7a\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5e7b\u89ba\u554f\u984c\u3002RAG\u5141\u8a31\u6a21\u578b\u901a\u904e\u8a2a\u554fLLM\u5167\u90e8\u4e0d\u53ef\u7528\u7684\u6700\u65b0\u6578\u64da\u6216\u5167\u90e8\u6587\u6a94\u4f86\u7522\u751f\u53ef\u9760\u7684\u8f38\u51fa\u3002<\/p>\n

\u8ca0\u8cac\u8a72\u9805\u76ee\u7684Junseong Kim\u535a\u58eb\u8868\u793a\uff1a\u300c\u6211\u5011\u7684\u7814\u7a76\u8868\u660e\uff0c\u7531\u65bc\u6aa2\u7d22\u6578\u64da\u5177\u6709\u5ee3\u6cdb\u7684\u4e3b\u984c\u591a\u6a23\u6027\u548c\u9ad8\u96e3\u5ea6\uff0cGPT\u751f\u6210\u7684\u6578\u64da\u4e26\u4e0d\u5b8c\u7f8e\uff0c\u9700\u8981\u9032\u884c\u5fb9\u5e95\u9a57\u8b49\u548c\u6539\u9032\u3002\u901a\u904e\u9019\u4e9b\u904e\u7a0b\uff0c\u8f38\u51fa\u7684\u8cea\u91cf\u53ef\u4ee5\u63d0\u5347\u5230\u8207\u4eba\u5de5\u6a19\u8a18\u6578\u64da\u76f8\u7576\u7684\u6c34\u5e73\uff0c\u6700\u7d42\u57fa\u65bcMTEB\u57fa\u6e96\u6578\u64da\u96c6\u9054\u5230\u6700\u4f73\u6aa2\u7d22\u6027\u80fd\u3002\u7814\u7a76\u7d50\u679c\u986f\u793a\uff0c\u901a\u904e\u4f7f\u7528GPT\u5c0d\u6578\u64da\u9032\u884c\u7cbe\u5fc3\u512a\u5316\u548c\u7be9\u9078\uff0c\u6211\u5011\u53ef\u4ee5\u5275\u5efa\u51fa\u91dd\u5c0dRAG\u9032\u884c\u512a\u5316\u7684\u6a21\u578b\uff0c\u4e26\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u5728\u7279\u5b9a\u9818\u57df\u7684\u6027\u80fd\u3002\u300d\u6b64\u5916\uff0c\u4ed6\u9084\u5f37\u8abf\uff1a\u300c\u91cd\u8981\u7684\u4e0d\u50c5\u50c5\u662f\u6578\u64da\u7684\u6539\u9032\uff0c\u8a13\u7df4\u65b9\u6cd5\u7684\u512a\u5316\u548c\u5feb\u901f\u7684\u5be6\u9a57\u9031\u671f\u4e5f\u662f\u63d0\u9ad8\u6aa2\u7d22\u6027\u80fd\u7684\u95dc\u9375\u3002\u300d<\/p>\n

Linq\u806f\u5408\u5275\u59cb\u4eba\u517c\u9996\u5e2d\u57f7\u884c\u5b98Jacob Choi\u8aaa\u9053\uff1a\u300c\u6e96\u78ba\u7684\u641c\u7d22\u5c0d\u65bc\u751f\u6210\u5f0fAI\u4f01\u696d\u63d0\u9ad8\u63a1\u7528\u7387\u81f3\u95dc\u91cd\u8981\u3002\u6211\u5011\u5f88\u81ea\u8c6a\u80fd\u5920\u958b\u767c\u51fa\u6709\u52a9\u5be6\u73fe\u9019\u4e00\u76ee\u6a19\u7684\u6838\u5fc3\u5d4c\u5165\u6a21\u578b\uff0c\u4e26\u4e14\u6211\u5011\u9084\u5c07\u4e0d\u65b7\u64f4\u5c55\u548c\u5b8c\u5584\u8a72\u6a21\u578b\uff0c\u4ee5\u78ba\u4fdd\u5728\u91d1\u878d\u548c\u6cd5\u5f8b\u7b49\u5c08\u696d\u9818\u57df\u63d0\u4f9b\u7cbe\u78ba\u7684\u6587\u672c\u641c\u7d22\u3002\u300dChoi\u6307\u51fa\uff0c2023\u5e74\uff0cChatGPT\u7684\u51fa\u73fe\u8b93\u751f\u6210\u5f0fAI\u7684B2C\uff08\u4f01\u696d\u5c0d\u6d88\u8cbb\u8005\uff09\u7528\u4f8b\u958b\u59cb\u8208\u8d77\u3002\u5230\u4e862024\u5e74\uff0c\u96a8\u8457\u6e96\u78ba\u6027\u548c\u5b89\u5168\u6280\u8853\u7684\u4e0d\u65b7\u6539\u9032\uff0cB2B\uff08\u4f01\u696d\u5c0d\u4f01\u696d\uff09\u61c9\u7528\u4e5f\u5c07\u8fce\u4f86\u986f\u8457\u589e\u9577\u3002<\/p>\n

\n

Massive Text Embedding Benchmark (MTEB) BEIR Retrieval Score in HuggingFace. as of May 30, 2024.<\/span><\/p>\n<\/p><\/div>\n

\u95dc\u65bc<\/b>Linq<\/b><\/p>\n

Linq\uff08Wecover Platforms Inc\uff09\u6210\u7acb\u65bc2022\u5e74\uff0c\u7531\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u96fb\u5b50\u8207\u8a08\u7b97\u6a5f\u5de5\u7a0b\u7cfb\u7562\u696d\u751fJacob Choi\u548c\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u8a08\u7b97\u79d1\u5b78\u8207\u5de5\u7a0b\u5c08\u696d\u535a\u58ebSubeen Pang\u5171\u540c\u5275\u7acb\u30022021\u5e74\uff0cChoi\u56e0\u5176AI\u795e\u7d93\u5f62\u614b\u8a08\u7b97\u7814\u7a76\u5165\u9078\u798f\u5e03\u65af\u300c30\u4f4d30\u6b72\u4ee5\u4e0b\u79d1\u5b78\u9818\u57df\u7cbe\u82f1\u300d\u699c\u55ae\u30022022\u5e74\uff0cLinq\u7372\u5f97KakaoVentures\uff0cSmilegate Investment\u548cYellowdog\u7684\u65e9\u671f\u6295\u8cc7\u30022023\u5e74\uff0cLinq\u5728Samsung Financial Networks\u4e3b\u8fa6\u7684\u300c\u4e09\u661f\u958b\u653e\u5f0f\u5354\u4f5c\u300d\u5927\u8cfd\u4e2d\u62d4\u5f97\u982d\u7c4c\uff0c\u4f75\u5165\u9078\u7f8e\u570b\u6700\u5927\u7684\u975e\u80a1\u6b0a\u5f0f\u52a0\u901f\u5668MassChallenge\u7684\u91d1\u878d\u79d1\u6280\u9805\u76ee\uff0c\u7e7c\u7e8c\u8207\u7562\u99ac\u5a01\u7f8e\u570b\u516c\u53f8\u5408\u4f5c\u3002<\/p>\n

\u806f\u7e6b\u4eba\uff1aJacob Choi \uff08jacob.choi@getlinq.com<\/a>\uff09<\/p>\n

<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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Kim\u535a\u58eb\u8868\u793a\uff1a\u300c\u6211\u5011\u7684\u7814\u7a76\u8868\u660e\uff0c\u7531\u65bc\u6aa2\u7d22\u6578\u64da\u5177\u6709\u5ee3\u6cdb\u7684\u4e3b\u984c\u591a\u6a23\u6027\u548c\u9ad8\u96e3\u5ea6\uff0cGPT\u751f\u6210\u7684\u6578\u64da\u4e26\u4e0d\u5b8c\u7f8e\uff0c\u9700\u8981\u9032\u884c\u5fb9\u5e95\u9a57\u8b49\u548c\u6539\u9032\u3002\u901a\u904e\u9019\u4e9b\u904e\u7a0b\uff0c\u8f38\u51fa\u7684\u8cea\u91cf\u53ef\u4ee5\u63d0\u5347\u5230\u8207\u4eba\u5de5\u6a19\u8a18\u6578\u64da\u76f8\u7576\u7684\u6c34\u5e73\uff0c\u6700\u7d42\u57fa\u65bcMTEB\u57fa\u6e96\u6578\u64da\u96c6\u9054\u5230\u6700\u4f73\u6aa2\u7d22\u6027\u80fd\u3002\u7814\u7a76\u7d50\u679c\u986f\u793a\uff0c\u901a\u904e\u4f7f\u7528GPT\u5c0d\u6578\u64da\u9032\u884c\u7cbe\u5fc3\u512a\u5316\u548c\u7be9\u9078\uff0c\u6211\u5011\u53ef\u4ee5\u5275\u5efa\u51fa\u91dd\u5c0dRAG\u9032\u884c\u512a\u5316\u7684\u6a21\u578b\uff0c\u4e26\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u5728\u7279\u5b9a\u9818\u57df\u7684\u6027\u80fd\u3002\u300d\u6b64\u5916\uff0c\u4ed6\u9084\u5f37\u8abf\uff1a\u300c\u91cd\u8981\u7684\u4e0d\u50c5\u50c5\u662f\u6578\u64da\u7684\u6539\u9032\uff0c\u8a13\u7df4\u65b9\u6cd5\u7684\u512a\u5316\u548c\u5feb\u901f\u7684\u5be6\u9a57\u9031\u671f\u4e5f\u662f\u63d0\u9ad8\u6aa2\u7d22\u6027\u80fd\u7684\u95dc\u9375\u3002\u300d Linq\u806f\u5408\u5275\u59cb\u4eba\u517c\u9996\u5e2d\u57f7\u884c\u5b98Jacob Choi\u8aaa\u9053\uff1a\u300c\u6e96\u78ba\u7684\u641c\u7d22\u5c0d\u65bc\u751f\u6210\u5f0fAI\u4f01\u696d\u63d0\u9ad8\u63a1\u7528\u7387\u81f3\u95dc\u91cd\u8981\u3002\u6211\u5011\u5f88\u81ea\u8c6a\u80fd\u5920\u958b\u767c\u51fa\u6709\u52a9\u5be6\u73fe\u9019\u4e00\u76ee\u6a19\u7684\u6838\u5fc3\u5d4c\u5165\u6a21\u578b\uff0c\u4e26\u4e14\u6211\u5011\u9084\u5c07\u4e0d\u65b7\u64f4\u5c55\u548c\u5b8c\u5584\u8a72\u6a21\u578b\uff0c\u4ee5\u78ba\u4fdd\u5728\u91d1\u878d\u548c\u6cd5\u5f8b\u7b49\u5c08\u696d\u9818\u57df\u63d0\u4f9b\u7cbe\u78ba\u7684\u6587\u672c\u641c\u7d22\u3002\u300dChoi\u6307\u51fa\uff0c2023\u5e74\uff0cChatGPT\u7684\u51fa\u73fe\u8b93\u751f\u6210\u5f0fAI\u7684B2C\uff08\u4f01\u696d\u5c0d\u6d88\u8cbb\u8005\uff09\u7528\u4f8b\u958b\u59cb\u8208\u8d77\u3002\u5230\u4e862024\u5e74\uff0c\u96a8\u8457\u6e96\u78ba\u6027\u548c\u5b89\u5168\u6280\u8853\u7684\u4e0d\u65b7\u6539\u9032\uff0cB2B\uff08\u4f01\u696d\u5c0d\u4f01\u696d\uff09\u61c9\u7528\u4e5f\u5c07\u8fce\u4f86\u986f\u8457\u589e\u9577\u3002 Massive Text Embedding Benchmark (MTEB) BEIR Retrieval Score in HuggingFace. as of May 30, 2024. \u95dc\u65bcLinq Linq\uff08Wecover Platforms Inc\uff09\u6210\u7acb\u65bc2022\u5e74\uff0c\u7531\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u96fb\u5b50\u8207\u8a08\u7b97\u6a5f\u5de5\u7a0b\u7cfb\u7562\u696d\u751fJacob Choi\u548c\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u8a08\u7b97\u79d1\u5b78\u8207\u5de5\u7a0b\u5c08\u696d\u535a\u58ebSubeen Pang\u5171\u540c\u5275\u7acb\u30022021\u5e74\uff0cChoi\u56e0\u5176AI\u795e\u7d93\u5f62\u614b\u8a08\u7b97\u7814\u7a76\u5165\u9078\u798f\u5e03\u65af\u300c30\u4f4d30\u6b72\u4ee5\u4e0b\u79d1\u5b78\u9818\u57df\u7cbe\u82f1\u300d\u699c\u55ae\u30022022\u5e74\uff0cLinq\u7372\u5f97KakaoVentures\uff0cSmilegate Investment\u548cYellowdog\u7684\u65e9\u671f\u6295\u8cc7\u30022023\u5e74\uff0cLinq\u5728Samsung Financial Networks\u4e3b\u8fa6\u7684\u300c\u4e09\u661f\u958b\u653e\u5f0f\u5354\u4f5c\u300d\u5927\u8cfd\u4e2d\u62d4\u5f97\u982d\u7c4c\uff0c\u4f75\u5165\u9078\u7f8e\u570b\u6700\u5927\u7684\u975e\u80a1\u6b0a\u5f0f\u52a0\u901f\u5668MassChallenge\u7684\u91d1\u878d\u79d1\u6280\u9805\u76ee\uff0c\u7e7c\u7e8c\u8207\u7562\u99ac\u5a01\u7f8e\u570b\u516c\u53f8\u5408\u4f5c\u3002 \u806f\u7e6b\u4eba\uff1aJacob Choi \uff08jacob.choi@getlinq.com\uff09\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pingtungtimes.com.tw\/?p=241051\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Linq\u7684AI\u6aa2\u7d22\u6a21\u578b\u767b\u9802HuggingFace MTEB\u6392\u884c\u699c - \u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"og:description\" content=\"\u6ce2\u58eb\u98132024\u5e746\u67085\u65e5 \/\u7f8e\u901a\u793e\/ -- \u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u521d\u5275\u516c\u53f8Linq\u5ba3\u4f48\uff0c\u8a72\u516c\u53f8\u7684\u5927\u578b\u5d4c\u5165\u6a21\u578b\u300cLinq-Embed-Mistral\u300d\u5728HuggingFace\u7684\u300c\u5927\u898f\u6a21\u6587\u672c\u5d4c\u5165\u57fa\u6e96\uff08MTEB\uff09\u300d\u6392\u884c\u699c\u6587\u672c\u6aa2\u7d22\u8a55\u4f30\u4e2d\u6392\u540d\u7b2c\u4e00\uff0c\u8d85\u904e\u4e86NVIDIA\u3001Salesforce\u3001Google\uff0cOpenAI\u548cCohere\u7b49\u7af6\u722d\u5c0d\u624b\u3002\u9019\u9805\u8a55\u4f30\u7531\u5168\u7403\u6700\u5927\u7684\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0HuggingFace\u8ca0\u8cac\u3002 Linq\u7684\u5d4c\u5165\u6a21\u578b\u5728\u6587\u672c\u6aa2\u7d22\u985e\u5225\u4e2d\u7372\u5f97\u4e8660.2\u5206\uff0c\u9ad8\u5c45\u699c\u9996\uff0c\u9818\u5148\u65bcNVIDIA\uff0859.4\u5206\uff09\u548cVoyage AI\uff0858.3\u5206\uff09\u3002Google\u7684\u6a21\u578b\u4ee555.7\u5206\u7dca\u96a8\u5176\u5f8c\uff0cOpenAI\u548cCohere\u5206\u5225\u7372\u5f9755.4\u5206\u548c55.0\u5206\u3002 HuggingFace\u7684MTEB\u6392\u884c\u699c\u5c0d\u5d4c\u5165\u6a21\u578b\u5728\u5206\u985e\u3001\u805a\u985e\u3001\u6210\u5c0d\u5206\u985e\u3001\u91cd\u6392\u5e8f\u3001\u6aa2\u7d22\u3001\u8a9e\u7fa9\u6587\u672c\u76f8\u4f3c\u5ea6\uff08STS\uff09\u548c\u6458\u8981\u9019\u4e03\u500b\u985e\u5225\u4e2d\u7684\u8868\u73fe\u9032\u884c\u4e86\u6392\u540d\u3002Linq\u7684\u5d4c\u5165\u6a21\u578b\u4e0d\u50c5\u5728\u6587\u672c\u6aa2\u7d22\u985e\u5225\u4e2d\u8868\u73fe\u51fa\u8272\uff0c\u5728\u5176\u4ed6\u985e\u5225\u4e2d\u4e5f\u5c45\u65bc\u9818\u5148\uff0c\u7e3d\u9ad4\u6392\u540d\u7b2c\u4e09\u3002 MTEB\u7e3d\u5171\u5217\u51fa\u4e86300\u591a\u500b\u5d4c\u5165\u6a21\u578b\uff0c\u8868\u660e\u5d4c\u5165\u6a21\u578b\u6280\u8853\u9818\u57df\u8655\u65bc\u6fc0\u70c8\u4f46\u826f\u6027\u7684\u7af6\u722d\u614b\u52e2\u3002Linq\u5728\u9019\u9805\u57fa\u6e96\u6e2c\u8a66\u4e2d\u7684\u512a\u7570\u8868\u73fe\u8b49\u660e\u4e86\u5176\u5728\u5d4c\u5165\u6a21\u578b\u6280\u8853\u65b9\u9762\u7684\u9818\u5148\u512a\u52e2\u3002 \u5d4c\u5165\u6a21\u578b\u5728\u751f\u6210\u5f0fAI\u4e2d\u81f3\u95dc\u91cd\u8981\uff0c\u5c24\u5176\u662f\u901a\u904e\u63a1\u7528\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff08RAG\uff09\u6280\u8853\u4f86\u89e3\u6c7a\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5e7b\u89ba\u554f\u984c\u3002RAG\u5141\u8a31\u6a21\u578b\u901a\u904e\u8a2a\u554fLLM\u5167\u90e8\u4e0d\u53ef\u7528\u7684\u6700\u65b0\u6578\u64da\u6216\u5167\u90e8\u6587\u6a94\u4f86\u7522\u751f\u53ef\u9760\u7684\u8f38\u51fa\u3002 \u8ca0\u8cac\u8a72\u9805\u76ee\u7684Junseong Kim\u535a\u58eb\u8868\u793a\uff1a\u300c\u6211\u5011\u7684\u7814\u7a76\u8868\u660e\uff0c\u7531\u65bc\u6aa2\u7d22\u6578\u64da\u5177\u6709\u5ee3\u6cdb\u7684\u4e3b\u984c\u591a\u6a23\u6027\u548c\u9ad8\u96e3\u5ea6\uff0cGPT\u751f\u6210\u7684\u6578\u64da\u4e26\u4e0d\u5b8c\u7f8e\uff0c\u9700\u8981\u9032\u884c\u5fb9\u5e95\u9a57\u8b49\u548c\u6539\u9032\u3002\u901a\u904e\u9019\u4e9b\u904e\u7a0b\uff0c\u8f38\u51fa\u7684\u8cea\u91cf\u53ef\u4ee5\u63d0\u5347\u5230\u8207\u4eba\u5de5\u6a19\u8a18\u6578\u64da\u76f8\u7576\u7684\u6c34\u5e73\uff0c\u6700\u7d42\u57fa\u65bcMTEB\u57fa\u6e96\u6578\u64da\u96c6\u9054\u5230\u6700\u4f73\u6aa2\u7d22\u6027\u80fd\u3002\u7814\u7a76\u7d50\u679c\u986f\u793a\uff0c\u901a\u904e\u4f7f\u7528GPT\u5c0d\u6578\u64da\u9032\u884c\u7cbe\u5fc3\u512a\u5316\u548c\u7be9\u9078\uff0c\u6211\u5011\u53ef\u4ee5\u5275\u5efa\u51fa\u91dd\u5c0dRAG\u9032\u884c\u512a\u5316\u7684\u6a21\u578b\uff0c\u4e26\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u5728\u7279\u5b9a\u9818\u57df\u7684\u6027\u80fd\u3002\u300d\u6b64\u5916\uff0c\u4ed6\u9084\u5f37\u8abf\uff1a\u300c\u91cd\u8981\u7684\u4e0d\u50c5\u50c5\u662f\u6578\u64da\u7684\u6539\u9032\uff0c\u8a13\u7df4\u65b9\u6cd5\u7684\u512a\u5316\u548c\u5feb\u901f\u7684\u5be6\u9a57\u9031\u671f\u4e5f\u662f\u63d0\u9ad8\u6aa2\u7d22\u6027\u80fd\u7684\u95dc\u9375\u3002\u300d Linq\u806f\u5408\u5275\u59cb\u4eba\u517c\u9996\u5e2d\u57f7\u884c\u5b98Jacob Choi\u8aaa\u9053\uff1a\u300c\u6e96\u78ba\u7684\u641c\u7d22\u5c0d\u65bc\u751f\u6210\u5f0fAI\u4f01\u696d\u63d0\u9ad8\u63a1\u7528\u7387\u81f3\u95dc\u91cd\u8981\u3002\u6211\u5011\u5f88\u81ea\u8c6a\u80fd\u5920\u958b\u767c\u51fa\u6709\u52a9\u5be6\u73fe\u9019\u4e00\u76ee\u6a19\u7684\u6838\u5fc3\u5d4c\u5165\u6a21\u578b\uff0c\u4e26\u4e14\u6211\u5011\u9084\u5c07\u4e0d\u65b7\u64f4\u5c55\u548c\u5b8c\u5584\u8a72\u6a21\u578b\uff0c\u4ee5\u78ba\u4fdd\u5728\u91d1\u878d\u548c\u6cd5\u5f8b\u7b49\u5c08\u696d\u9818\u57df\u63d0\u4f9b\u7cbe\u78ba\u7684\u6587\u672c\u641c\u7d22\u3002\u300dChoi\u6307\u51fa\uff0c2023\u5e74\uff0cChatGPT\u7684\u51fa\u73fe\u8b93\u751f\u6210\u5f0fAI\u7684B2C\uff08\u4f01\u696d\u5c0d\u6d88\u8cbb\u8005\uff09\u7528\u4f8b\u958b\u59cb\u8208\u8d77\u3002\u5230\u4e862024\u5e74\uff0c\u96a8\u8457\u6e96\u78ba\u6027\u548c\u5b89\u5168\u6280\u8853\u7684\u4e0d\u65b7\u6539\u9032\uff0cB2B\uff08\u4f01\u696d\u5c0d\u4f01\u696d\uff09\u61c9\u7528\u4e5f\u5c07\u8fce\u4f86\u986f\u8457\u589e\u9577\u3002 Massive Text Embedding Benchmark (MTEB) BEIR Retrieval Score in HuggingFace. as of May 30, 2024. \u95dc\u65bcLinq Linq\uff08Wecover Platforms Inc\uff09\u6210\u7acb\u65bc2022\u5e74\uff0c\u7531\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u96fb\u5b50\u8207\u8a08\u7b97\u6a5f\u5de5\u7a0b\u7cfb\u7562\u696d\u751fJacob Choi\u548c\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u8a08\u7b97\u79d1\u5b78\u8207\u5de5\u7a0b\u5c08\u696d\u535a\u58ebSubeen Pang\u5171\u540c\u5275\u7acb\u30022021\u5e74\uff0cChoi\u56e0\u5176AI\u795e\u7d93\u5f62\u614b\u8a08\u7b97\u7814\u7a76\u5165\u9078\u798f\u5e03\u65af\u300c30\u4f4d30\u6b72\u4ee5\u4e0b\u79d1\u5b78\u9818\u57df\u7cbe\u82f1\u300d\u699c\u55ae\u30022022\u5e74\uff0cLinq\u7372\u5f97KakaoVentures\uff0cSmilegate Investment\u548cYellowdog\u7684\u65e9\u671f\u6295\u8cc7\u30022023\u5e74\uff0cLinq\u5728Samsung Financial Networks\u4e3b\u8fa6\u7684\u300c\u4e09\u661f\u958b\u653e\u5f0f\u5354\u4f5c\u300d\u5927\u8cfd\u4e2d\u62d4\u5f97\u982d\u7c4c\uff0c\u4f75\u5165\u9078\u7f8e\u570b\u6700\u5927\u7684\u975e\u80a1\u6b0a\u5f0f\u52a0\u901f\u5668MassChallenge\u7684\u91d1\u878d\u79d1\u6280\u9805\u76ee\uff0c\u7e7c\u7e8c\u8207\u7562\u99ac\u5a01\u7f8e\u570b\u516c\u53f8\u5408\u4f5c\u3002 \u806f\u7e6b\u4eba\uff1aJacob Choi \uff08jacob.choi@getlinq.com\uff09\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pingtungtimes.com.tw\/?p=241051\" \/>\n<meta property=\"og:site_name\" content=\"\u5c4f\u6771\u6642\u5831\u96fb\u5b50\u5831\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pingtungnews\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-05T09:57:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pingtungtimes.com.tw\/wp-content\/uploads\/2024\/06\/MTEB__2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"400\" \/>\n\t<meta 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Massive Text Embedding Benchmark (MTEB) BEIR Retrieval Score in HuggingFace. as of May 30, 2024. \u95dc\u65bcLinq Linq\uff08Wecover Platforms Inc\uff09\u6210\u7acb\u65bc2022\u5e74\uff0c\u7531\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u96fb\u5b50\u8207\u8a08\u7b97\u6a5f\u5de5\u7a0b\u7cfb\u7562\u696d\u751fJacob Choi\u548c\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u8a08\u7b97\u79d1\u5b78\u8207\u5de5\u7a0b\u5c08\u696d\u535a\u58ebSubeen Pang\u5171\u540c\u5275\u7acb\u30022021\u5e74\uff0cChoi\u56e0\u5176AI\u795e\u7d93\u5f62\u614b\u8a08\u7b97\u7814\u7a76\u5165\u9078\u798f\u5e03\u65af\u300c30\u4f4d30\u6b72\u4ee5\u4e0b\u79d1\u5b78\u9818\u57df\u7cbe\u82f1\u300d\u699c\u55ae\u30022022\u5e74\uff0cLinq\u7372\u5f97KakaoVentures\uff0cSmilegate Investment\u548cYellowdog\u7684\u65e9\u671f\u6295\u8cc7\u30022023\u5e74\uff0cLinq\u5728Samsung Financial 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Massive Text Embedding Benchmark (MTEB) BEIR Retrieval Score in HuggingFace. as of May 30, 2024. \u95dc\u65bcLinq Linq\uff08Wecover Platforms Inc\uff09\u6210\u7acb\u65bc2022\u5e74\uff0c\u7531\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u96fb\u5b50\u8207\u8a08\u7b97\u6a5f\u5de5\u7a0b\u7cfb\u7562\u696d\u751fJacob Choi\u548c\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u8a08\u7b97\u79d1\u5b78\u8207\u5de5\u7a0b\u5c08\u696d\u535a\u58ebSubeen Pang\u5171\u540c\u5275\u7acb\u30022021\u5e74\uff0cChoi\u56e0\u5176AI\u795e\u7d93\u5f62\u614b\u8a08\u7b97\u7814\u7a76\u5165\u9078\u798f\u5e03\u65af\u300c30\u4f4d30\u6b72\u4ee5\u4e0b\u79d1\u5b78\u9818\u57df\u7cbe\u82f1\u300d\u699c\u55ae\u30022022\u5e74\uff0cLinq\u7372\u5f97KakaoVentures\uff0cSmilegate Investment\u548cYellowdog\u7684\u65e9\u671f\u6295\u8cc7\u30022023\u5e74\uff0cLinq\u5728Samsung Financial 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