{"id":5951,"date":"2023-12-27T11:24:30","date_gmt":"2023-12-27T03:24:30","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=5951"},"modified":"2024-05-21T11:27:37","modified_gmt":"2024-05-21T03:27:37","slug":"%e7%82%ba%e4%bb%80%e9%ba%bc%e8%87%ba%e7%81%a3%e4%b8%80%e5%ae%9a%e8%a6%81%e7%99%bc%e5%b1%95%e5%a4%a7%e5%9e%8b%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b%ef%bc%9f%e5%b0%88%e8%a8%aa%e3%80%8c%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=5951","title":{"rendered":"\u70ba\u4ec0\u9ebc\u81fa\u7063\u4e00\u5b9a\u8981\u767c\u5c55\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff1f\u5c08\u8a2a\u300c\u751f\u6210\u5f0f AI \u5c0d\u8a71\u5f15\u64ce TAIDE \u300d\u6838\u5fc3\u6a21\u578b\u8a13\u7df4\u8207 RLHF \u5c0f\u7d44\u53ec\u96c6\u4eba\u8521\u5b97\u7ff0\u6559\u6388"},"content":{"rendered":"\n

2023-12-27 | \u5ed6\u73ee\u541b<\/p>\n\n\n\n

ChatGPT \u5e36\u52d5\u751f\u6210\u5f0f AI \u61c9\u7528\u6d6a\u6f6e\uff0c\u8a31\u591a\u570b\u5bb6\u53ca\u79d1\u6280\u5de8\u982d\u7d1b\u7d1b\u6295\u6ce8\u8cc7\u6e90\u767c\u5c55\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u6211\u570b\u4e5f\u5728 2023 \u5e74\u521d\u865f\u53ec\u5404\u754c\u5171\u540c\u6253\u9020\u53ef\u4fe1\u4efb\u751f\u6210\u5f0f AI \u5c0d\u8a71\u5f15\u64ce\uff08 TAIDE, Trustworthy AI Dialogue Engine\uff09\uff0c\u4e26\u5728\u773e\u4eba\u52aa\u529b\u4e0b\u6301\u7e8c\u5c0b\u6c42\u6280\u8853\u5c64\u9762\u7684\u7a81\u7834\u3002\u6578\u4f4d\u767c\u5c55\u90e8\u90e8\u9577\u5510\u9cf3\u65e5\u524d\u51fa\u5e2d\u300c2023 Trustworthy AI \u570b\u969b\u7814\u8a0e\u6703\u300d\u6642\u66f4\u8868\u793a\uff0c\u81ea\u5df1\u5df2\u7d93\u5728\u4f7f\u7528 TAIDE \u6700\u65b0\u6e2c\u8a66\u7248\u64b0\u5beb\u4e2d\u6587\u90f5\u4ef6\uff0c\u4e26\u80af\u5b9a\u5f9e TAIDE \u5f9e\u7b2c\u4e00\u7248\u81f3\u4eca\u9032\u6b65\u975e\u5e38\u986f\u8457\u3002<\/p>\n\n\n\n

TAIDE \u67b6\u69cb\u5728\u570b\u5bb6\u9ad8\u901f\u7db2\u8def\u8207\u8a08\u7b97\u4e2d\u5fc3\u7684\u8d85\u7d1a\u96fb\u8166\u300c\u81fa\u7063\u6749 2 \u865f\u300d\u4e0a\uff0c\u4e26\u4f7f\u7528\u7e41\u9ad4\u4e2d\u6587\u4f5c\u70ba\u8a13\u7df4\u8a9e\u6599\uff0c\u878d\u5165\u81fa\u7063\u7279\u6709\u7684\u8a9e\u8a00\u3001\u50f9\u503c\u89c0\u3001\u98a8\u4fd7\u7fd2\u6163\u7b49\u5143\u7d20\uff0c\u8b93 TAIDE \u66f4\u80fd\u7406\u89e3\u8207\u56de\u61c9\u672c\u571f\u4f7f\u7528\u8005\u7684\u9700\u6c42\u3002TAIDE \u5c0d\u8a71\u5f15\u64ce\u6838\u5fc3\u6a21\u578b\u8a13\u7df4\u8207 RLHF \u5c0f\u7d44\u53ec\u96c6\u4eba \uff08 RLHF \u610f\u5373\u300c\u57fa\u65bc\u4eba\u985e\u53cd\u994b\u7684\u5f37\u5316\u5b78\u7fd2\u300d\uff0c\u82f1\u6587\u5168\u7a31\u70ba Reinforcement Learning from Human Feedback\uff09\uff0c\u4e2d\u592e\u7814\u7a76\u9662\u4eba\u6587\u793e\u6703\u79d1\u5b78\u7814\u7a76\u4e2d\u5fc3\u7814\u7a76\u54e1\u66a8\u570b\u7acb\u4e2d\u592e\u5927\u5b78\u8cc7\u8a0a\u5de5\u7a0b\u5b78\u7cfb\u6559\u6388\u8521\u5b97\u7ff0\u5206\u4eab\uff0c\u96d6\u7136 TAIDE \u7684\u958b\u767c\u5df2\u6301\u7e8c\u4e00\u6bb5\u6642\u9593\uff0c\u4f46\u4ecd\u6709\u4e0d\u5c11\u4eba\u597d\u5947\u70ba\u4f55\u81fa\u7063\u4e00\u5b9a\u8981\u6253\u9020\u5c08\u5c6c\u5c0d\u8a71\u5f15\u64ce\uff0c\u4e0d\u80fd\u76f4\u63a5\u4f7f\u7528\u73fe\u6210\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5373\u53ef\uff1f<\/p>\n\n\n\n

\u81fa\u7063\u5fc5\u9808\u767c\u5c55 TAIDE \u5c0d\u8a71\u5f15\u64ce\u7684 2 \u500b\u539f\u56e0<\/strong><\/p>\n\n\n\n

\u8521\u5b97\u7ff0\u8a8d\u70ba\uff0c\u907f\u514d AI \u4eba\u624d\u65b7\u5c64\u98a8\u96aa\u3001\u638c\u63a7 AI \u670d\u52d9\u5b58\u53d6\u6b0a\uff0c\u662f\u81fa\u7063\u4e00\u5b9a\u8981\u767c\u5c55 TAIDE \u7684 2 \u500b\u539f\u56e0\u3002\u4ee5\u6c7d\u8eca\u7522\u696d\u70ba\u4f8b\uff0c\u81fa\u7063\u5728 1970 \u5e74\u4ee3\u6c7d\u8eca\u7522\u696d\u8d77\u98db\u6642\uff0c\u56e0\u70ba\u6c92\u6709\u8a13\u7df4\u6c7d\u8eca\u5f15\u64ce\u7684\u88fd\u9020\u5de5\u85dd\uff0c\u5c0e\u81f4\u5982\u4eca\u53ea\u80fd\u6436\u653b\u5143\u4ef6\u4f9b\u61c9\u53ca\u5f8c\u7aef\u7d44\u88dd\u5169\u584a\u5e02\u5834\u3002\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u6982\u5ff5\u4ea6\u662f\u5982\u6b64\uff0c\u6b63\u56e0\u672a\u4f86\u751f\u6210\u5f0f AI \u5c0d\u8a71\u5f15\u64ce\u7684\u61c9\u7528\u662f\u5fc5\u7136\u8da8\u52e2\uff0c\u6240\u4ee5\u81fa\u7063\u5982\u679c\u73fe\u5728\u4e0d\u52a0\u7dca\u6295\u5165\u767c\u5c55\u5927\u8a9e\u8a00\u6a21\u578b\uff0c\u672a\u4f86\u5728\u4e16\u754c\u5c31\u6703\u5931\u53bb\u8a71\u8a9e\u6b0a\uff0c\u540c\u6642\u9762\u81e8 AI \u4eba\u624d\u65b7\u5c64\u7684\u98a8\u96aa\u3002<\/p>\n\n\n\n

\u300cAI \u670d\u52d9\u53d7\u5236\u65bc\u4eba\uff0c\u6307\u7684\u5c31\u662f AI \u670d\u52d9\u5b58\u53d6\u6b0a\u53d7\u5230\u4ed6\u4eba\u63a7\u5236\uff0c\u300d\u8521\u5b97\u7ff0\u5f37\u8abf\uff0c\u5982\u679c\u81fa\u7063\u6c92\u6709\u767c\u5c55\u81ea\u6709\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u5c31\u53ea\u80fd\u4f7f\u7528\u5176\u4ed6\u570b\u5bb6\u6216\u4f01\u696d\u767c\u5c55\u7684\u5c0d\u8a71\u5f15\u64ce\u3002\u7136\u800c\u9019\u9ebc\u4e00\u4f86\u4e0d\u50c5\u6703\u7121\u6cd5\u638c\u63a7 AI \u751f\u6210\u5167\u5bb9\u7684\u54c1\u8cea\uff0c\u5728\u9047\u5230\u8ca0\u8f09\u904e\u9ad8\u3001\u7db2\u8def\u585e\u8eca\u7684\u6642\u5019\uff0c\u5c0d\u65b9\u4e5f\u53ef\u80fd\u6703\u8abf\u4f4e\u81fa\u7063\u7528\u6236\u7684\u670d\u52d9\u512a\u5148\u6b0a\uff0c\u5f62\u540c AI \u670d\u52d9\u5b58\u53d6\u6b0a\u9650\u53d7\u5230\u4ed6\u4eba\u63a7\u5236\u3002<\/p>\n\n\n\n

\u4ee5 LLaMA 2 \u5927\u578b\u8a9e\u8a00\u6a21\u578b\u70ba\u57fa\u790e\u9032\u884c\u8abf\u6821<\/strong><\/p>\n\n\n\n

\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5982\u679c\u5f9e\u96f6\u958b\u59cb\u5efa\u7acb\uff0c\u8a13\u7df4\u8a9e\u6599\u81f3\u5c11\u9700\u8981 1 \u5146\u500b\u5b57\u3001500-1000 \u842c\u7f8e\u91d1\u7684\u6210\u672c\u53ca 6 \u500b\u6708\u6642\u9593\uff0c\u9019\u5c0d\u8cc7\u6e90\u6709\u9650\u7684\u81fa\u7063\u4f86\u8aaa\u4e26\u4e0d\u5bb9\u6613\u3002\u56e0\u6b64 TAIDE \u4ee5\u73fe\u6709\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b LLaMA 2\uff08\u5728 2023 \u5e74 7 \u6708\u7531 Meta \u63a8\u51fa\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff09\u70ba\u57fa\u790e\uff0c\u9032\u884c\u4e2d\u6587\u7684\u8a13\u7df4\u8abf\u6821\uff0c\u5982\u6b64\u4e00\u4f86\u4e0d\u53ea\u53ef\u4ee5\u7bc0\u7701\u6642\u9593\u548c\u91d1\u9322\u6210\u672c\uff0c\u8a13\u7df4\u8a9e\u6599\u91cf\u4e5f\u6e1b\u5c11\u81f3 10 \u5104\u500b\u5b57\uff0c\u6210\u70ba\u81fa\u7063\u767c\u5c55 TAIDE \u7684\u6700\u4f73\u7b56\u7565\u3002<\/p>\n\n\n\n

\u53e6\u4e00\u65b9\u9762\uff0c\u8003\u91cf\u5230 TAIDE \u662f\u4ee5\u670d\u52d9\u516c\u90e8\u9580\u3001\u6210\u70ba\u653f\u5e9c\u7684\u6578\u4f4d\u5927\u8166\u70ba\u4e3b\u8981\u76ee\u6a19\uff0c\u56e0\u6b64\u5728\u8a13\u7df4\u8a9e\u6599\u7684\u9078\u64c7\u4e0a\uff0c\u4fbf\u4ee5\u5167\u5bb9\u4f9b\u61c9\u8005\u63d0\u4f9b\u7684\u7b2c\u4e00\u624b\u8cc7\u6599\u70ba\u4e3b\uff0c\u4f8b\u5982\u653f\u5e9c\u8cc7\u6599\u3001\u96dc\u8a8c\u6587\u7ae0\u8207\u66f8\u7c4d\u7b49\uff0c\u800c\u4e0d\u662f\u7d93\u7531\u7db2\u8def\u641c\u5c0b\u4f86\u7684\u4e8c\u624b\u8cc7\u6599\u3002\u4ee5\u7b2c\u4e00\u624b\u8cc7\u6599\u4f5c\u70ba\u8a13\u7df4\u8a9e\u6599\u7684\u512a\u9ede\uff0c\u5728\u65bc\u53ef\u4ee5\u907f\u514d\u8457\u4f5c\u6b0a\u53ca\u8cc7\u6599\u6b63\u78ba\u6027\u7684\u722d\u8b70\uff0c\u540c\u6642\u7701\u4e0b\u6e05\u6d17\u8cc7\u6599\u7684\u6642\u9593\u3002<\/p>\n\n\n\n

\u8521\u5b97\u7ff0\u5206\u6790\uff0c\u5728\u6bcf 100GB \u7684\u7db2\u8def\u8cc7\u6599\u4e2d\uff0c \u53ef\u80fd\u5305\u542b 2 \u5343\u842c\u500b\u4e0d\u540c\u7db2\u7ad9\uff0c\u4f46\u6bcf\u4e00\u500b\u7db2\u7ad9\u90fd\u6709\u5f88\u591a\u7121\u7528\u6216\u91cd\u8907\u8cc7\u6599\uff0c\u5149\u662f\u6e05\u7406\u8cc7\u6599\u5c31\u5fc5\u9808\u8017\u8cbb\u8a31\u591a\u6642\u9593\u548c\u8cc7\u6e90\uff0c\u56e0\u6b64\u5982\u679c\u80fd\u5728\u4e00\u958b\u59cb\u5c31\u4ee5\u6d41\u66a2\u3001\u5177\u908f\u8f2f\u4e14\u6709\u7d44\u7e54\u7684\u4e7e\u6de8\u8cc7\u6599\u8a13\u7df4\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0c\u5c31\u80fd\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8cc7\u6e90\u6d6a\u8cbb\uff0c\u4e26\u78ba\u4fdd\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u5c0d\u8a71\u80fd\u529b\u8207\u5167\u5bb9\u54c1\u8cea\u3002<\/p>\n\n\n\n

TAIDE \u7684\u61c9\u7528\u8207\u5c55\u671b<\/strong><\/p>\n\n\n\n

\u76ee\u524d TAIDE \u5df2\u958b\u767c\u81f3\u7b2c 11 \u7248\uff0c\u80fd\u529b\u7b49\u540c GPT-3.5\uff0c\u53ef\u4ee5\u64b0\u5beb\u96fb\u5b50\u90f5\u4ef6\u3001\u6587\u7ae0\u3001\u516c\u6587\u8207\u9032\u884c\u4e2d\u82f1\u7ffb\u8b6f\u3001\u81ea\u52d5\u6458\u8981\u7b49\u5de5\u4f5c\uff0c\u4e26\u5728\u958b\u653e\u6e2c\u8a66\u5e33\u865f\u7533\u8acb\u5f8c\uff0c\u5df2\u6709\u8a31\u591a\u516c\u90e8\u9580\u53ca\u4f01\u696d\u8868\u9054\u5c0e\u5165\u610f\u9858\uff0c\u80fd\u63d0\u5347\u66f4\u591a\u81fa\u7063\u5de5\u4f5c\u8005\u6587\u66f8\u8655\u7406\u7684\u6548\u7387\u3002\u63a5\u4e0b\u4f86\uff0c TAIDE \u9084\u5c07\u6703\u671d\u5411\u4e2d\u9ad8\u968e\u6a21\u578b\u9081\u9032\uff0c\u8b93\u9019\u500b\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u4e0d\u53ea\u662f\u8655\u7406\u6587\u66f8\u884c\u653f\u4f5c\u696d\u7684\u5e6b\u624b\uff0c\u66f4\u80fd\u6210\u70ba\u653f\u5e9c\u4eba\u54e1\u7684\u5e55\u50da\uff0c\u5354\u52a9\u767c\u60f3\u66f4\u591a\u6709\u5229\u65bc\u793e\u6703\u7684\u653f\u7b56\uff0c\u4e26\u958b\u555f\u66f4\u591a\u61c9\u7528\u53ef\u80fd\u3002<\/p>\n\n\n\n

\u8521\u5b97\u7ff0\u63d0\u5230\uff0c\u5728\u958b\u767c TAIDE \u4e4b\u5f8c\uff0c\u4e0d\u50c5\u80fd\u6e1b\u5c11 AI \u4eba\u624d\u65b7\u5c64\u8207 AI \u670d\u52d9\u5b58\u53d6\u6b0a\u53d7\u5230\u4ed6\u4eba\u63a7\u5236\u7684\u98a8\u96aa\uff0c\u672a\u4f86\u4e5f\u5e0c\u671b\u80fd\u5c07\u81fa\u7063\u767c\u5c55 TAIDE \u7684\u7d93\u9a57\u5206\u4eab\u7d66\u5176\u4ed6\u570b\u5bb6\uff0c\u904b\u7528\u79d1\u6280\u5916\u4ea4\u63d0\u9ad8\u81fa\u7063\u7684\u570b\u969b\u77e5\u540d\u5ea6\u3002<\/p>\n\n\n\n

\u8cc7\u6599\u4f86\u6e90<\/strong><\/p>\n\n\n\n

\u25cf \u63a1\u8a2a\u4e2d\u592e\u7814\u7a76\u9662\u4eba\u6587\u793e\u6703\u79d1\u5b78\u7814\u7a76\u4e2d\u5fc3\u7814\u7a76\u54e1\u66a8\u570b\u7acb\u4e2d\u592e\u5927\u5b78\u8cc7\u8a0a\u5de5\u7a0b\u5b78\u7cfb\u8521\u5b97\u7ff0\u6559\u6388<\/p>\n\n\n\n

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\u8cc7\u6599\u4f86\u6e90:https:\/\/scitechvista.nat.gov.tw\/Article\/C000003\/detail?ID=9f256eca-4480-44dc-a25b-94f73bf4e0cc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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