betterdocs
domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init
action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114jnews-view-counter
domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init
action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114wp-statistics
domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init
action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114wpdiscuz
domain was triggered too early. This is usually an indicator for some code in the plugin or theme running too early. Translations should be loaded at the init
action or later. Please see Debugging in WordPress for more information. (This message was added in version 6.7.0.) in /data/user/htdocs/wp-includes/functions.php on line 6114jnews
域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init
操作或之后加载。 请查阅调试 WordPress来获取更多信息。 (这个消息是在 6.7.0 版本添加的。) in /data/user/htdocs/wp-includes/functions.php on line 6114jnews-like
域的翻译加载触发过早。这通常表示插件或主题中的某些代码运行过早。翻译应在 init
操作或之后加载。 请查阅调试 WordPress来获取更多信息。 (这个消息是在 6.7.0 版本添加的。) in /data/user/htdocs/wp-includes/functions.php on line 6114<\/p>\n
\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u6b63\u5728\u6539\u53d8\u6211\u4eec\u4e0e\u6280\u672f\u4e92\u52a8\u7684\u65b9\u5f0f\uff0c\u4f7f\u673a\u5668\u80fd\u591f\u4ee5\u524d\u6240\u672a\u6709\u7684\u65b9\u5f0f\u7406\u89e3\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002\u5b83\u4eec\u662f\u8bf8\u591a\u4eba\u5de5\u667a\u80fd\u8fdb\u6b65\u7684\u6838\u5fc3\uff0c\u4e3a\u5ba2\u6237\u670d\u52a1\u3001\u5185\u5bb9\u521b\u4f5c\u751a\u81f3\u7814\u7a76\u9886\u57df\u7684\u5e94\u7528\u63d0\u4f9b\u652f\u6301\u3002\u8fd9\u4e2a\u8bdd\u9898\u5f15\u4eba\u5165\u80dc\uff0c\u56e0\u4e3a\u5b83\u5c55\u793a\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLMs) \u5982\u4f55\u91cd\u5851\u884c\u4e1a\uff0c\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u5e76\u4e3a\u5168\u7403\u901a\u4fe1\u548c\u81ea\u52a8\u5316\u5f00\u8f9f\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n
\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u4ec0\u4e48\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u3001\u5b83\u4eec\u5982\u4f55\u8fd0\u4f5c\u4ee5\u53ca\u5b83\u4eec\u4e3a\u4f55\u5982\u6b64\u91cd\u8981\u3002\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u5b83\u4eec\u7684\u5b9e\u9645\u5e94\u7528\u3001\u5b83\u4eec\u9762\u4e34\u7684\u6311\u6218\u4ee5\u53ca\u8fd9\u9879\u7a81\u7834\u6027\u6280\u672f\u7684\u672a\u6765\u6f5c\u529b\u3002<\/p>\n
\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u662f\u4e00\u79cd\u590d\u6742\u7684\u8ba1\u7b97\u7cfb\u7edf\uff0c\u65e8\u5728\u7406\u89e3\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u3002\u901a\u8fc7\u5bf9\u5305\u542b\u5e7f\u6cdb\u6765\u6e90\u6587\u672c\u7684\u5e9e\u5927\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\uff0c\u5b83\u4eec\u80fd\u591f\u6839\u636e\u63d0\u4f9b\u7684\u8f93\u5165\u751f\u6210\u8fde\u8d2f\u7684\u53e5\u5b50\u3001\u6bb5\u843d\u751a\u81f3\u5b8c\u6574\u7684\u6587\u6863\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u5df2\u7ecf\u5f7b\u5e95\u6539\u53d8\u4e86\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c\u5176\u4e2d\u6700\u7a81\u51fa\u7684\u4f8b\u5b50\u5305\u62ecOpenAI\u7684ChatGPT\u3001\u8c37\u6b4c\u7684BERT\u548c LaMDA\u4ee5\u53caFacebook AI\u7684RoBERTa\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e3a\u4f55\u91cd\u8981\uff1f<\/strong><\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u56e0\u5176\u80fd\u591f\u4ee5\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u51c6\u786e\u6027\u548c\u9002\u5e94\u6027\u6709\u6548\u5730\u5206\u6790\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\u800c\u6210\u4e3a\u5fc5\u4e0d\u53ef\u5c11\u7684\u5de5\u5177\u3002\u5b83\u4eec\u7684\u4e3b\u8981\u4f18\u52bf\u5728\u4e8e\u5bf9\u8bed\u5883\u7684\u628a\u63e1\uff0c\u8fd9\u4f7f\u5f97\u5b83\u4eec\u80fd\u591f\u7528\u81ea\u7136\u8bed\u8a00\u751f\u6210\u5408\u4e4e\u903b\u8f91\u4e14\u4e0e\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u56de\u5e94\u3002\u76ee\u524d\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u5e7f\u6cdb\u7528\u4e8e\u5ba2\u6237\u670d\u52a1\u3001\u865a\u62df\u52a9\u7406\u3001\u5185\u5bb9\u521b\u4f5c\u548c\u7ffb\u8bd1\u7b49\u9886\u57df\u3002<\/p>\n \u6b64\u5916\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u53ef\u4ee5\u901a\u8fc7\u5904\u7406\u5927\u91cf\u6570\u636e\u6765\u5f97\u5230\u5b66\u4e60\u548c\u6539\u8fdb\uff0c\u8fd9\u4f7f\u5b83\u4eec\u80fd\u591f\u5904\u7406\u8d8a\u6765\u8d8a\u591a\u7684\u4efb\u52a1\u2014\u2014\u65e0\u8bba\u662f\u56de\u7b54\u590d\u6742\u7684\u95ee\u9898\u3001\u603b\u7ed3\u5927\u578b\u6587\u6863\uff0c\u8fd8\u662f\u534f\u52a9\u751f\u6210\u4ee3\u7801\u3002\u5b83\u4eec\u5927\u5927\u51cf\u5c11\u4e86\u8bed\u8a00\u76f8\u5173\u4efb\u52a1\u6240\u9700\u7684\u65f6\u95f4\u548c\u7cbe\u529b\uff0c\u4f7f\u5de5\u4f5c\u6d41\u7a0b\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n \u9002\u5e94\u6027\u662f\u5176\u53e6\u4e00\u4e2a\u5173\u952e\u4f18\u52bf\u3002\u968f\u7740\u5404\u884c\u5404\u4e1a\u65e5\u76ca\u5168\u7403\u5316\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u53ef\u4ee5\u5904\u7406\u591a\u8bed\u8a00\u4ea4\u6d41\uff0c\u63d0\u4f9b\u5b9e\u65f6\u7ffb\u8bd1\u548c\u672c\u5730\u5316\uff0c\u5e2e\u52a9\u4f01\u4e1a\u62d3\u5c55\u65b0\u5e02\u573a\u3002\u5b83\u4eec\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u7684\u80fd\u529b\u4e5f\u4f7f\u5176\u5728\u7814\u7a76\u9886\u57df\u5927\u6709\u7528\u6b66\u4e4b\u5730\uff0c\u4e0e\u4f20\u7edf\u65b9\u6cd5\u76f8\u6bd4\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u53ef\u4ee5\u66f4\u5feb\u5730\u5206\u6790\u548c\u7efc\u5408\u4fe1\u606f\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5c40\u9650\u6027<\/strong><\/p>\n \u5c3d\u7ba1\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u4f46\u5176\u4e5f\u5b58\u5728\u4e00\u4e9b\u9700\u8981\u5173\u6ce8\u7684\u5c40\u9650\u6027\u3002\u5176\u4e2d\u4e00\u4e2a\u4e3b\u8981\u7f3a\u70b9\u5728\u4e8e\uff0c\u5b83\u4eec\u4f9d\u8d56\u4e8e\u5e9e\u5927\u7684\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\uff0c\u8fd9\u610f\u5473\u7740\u5982\u679c\u8bad\u7ec3\u6570\u636e\u5305\u542b\u6709\u504f\u89c1\u6216\u4e0d\u6b63\u786e\u7684\u5143\u7d20\uff0c\u5b83\u4eec\u53ef\u80fd\u4f1a\u65e0\u610f\u4e2d\u4ea7\u751f\u6709\u504f\u89c1\u6216\u4e0d\u6b63\u786e\u7684\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u65e0\u6cd5\u50cf\u4eba\u7c7b\u90a3\u6837\u771f\u6b63\u7406\u89e3\u8bed\u8a00\uff1b\u800c\u4e14\u7531\u4e8e\u5b83\u4eec\u662f\u6839\u636e\u6a21\u5f0f\u800c\u975e\u7406\u89e3\u6765\u751f\u6210\u6587\u672c\uff0c\u5bfc\u81f4\u4ed6\u4eec\u7684\u56de\u7b54\u53ef\u80fd\u542c\u8d77\u6765\u4ee4\u4eba\u4fe1\u670d\uff0c\u4f46\u7f3a\u4e4f\u4e8b\u5b9e\u51c6\u786e\u6027\u6216\u5e38\u8bc6\u3002<\/p>\n \u53e6\u4e00\u4e2a\u5c40\u9650\u662f\u5176\u8ba1\u7b97\u6210\u672c\u8f83\u9ad8\u3002\u8bad\u7ec3\u548c\u8fd0\u884c\u8fd9\u4e9b\u6a21\u578b\u9700\u8981\u5927\u91cf\u7684\u5904\u7406\u80fd\u529b\u548c\u7cbe\u529b\uff0c\u56e0\u6b64\u5b83\u4eec\u5c5e\u4e8e\u8d44\u6e90\u5bc6\u96c6\u578b\u4e14\u4e0d\u592a\u73af\u4fdd\u3002\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u8fd8\u96be\u4ee5\u5728\u957f\u65f6\u95f4\u7684\u5bf9\u8bdd\u6216\u6587\u6863\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\u5173\u8054\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u7b54\u6848\u4e0d\u4e00\u81f4\u6216\u8131\u8282\u3002\u6b64\u5916\uff0c\u5b83\u4eec\u7684\u8f93\u51fa\u6709\u65f6\u4f1a\u53cd\u6620\u51fa\u9053\u5fb7\u6216\u5b89\u5168\u65b9\u9762\u7684\u95ee\u9898\uff0c\u4f8b\u5982\uff0c\u5982\u679c\u6ca1\u6709\u5bf9\u5176\u8fdb\u884c\u9002\u5f53\u7684\u5f15\u5bfc\u6216\u63a7\u5236\uff0c\u53ef\u80fd\u4f1a\u4ea7\u751f\u6709\u5bb3\u6216\u653b\u51fb\u6027\u7684\u5185\u5bb9\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u8fd0\u4f5c\uff1f<\/strong><\/p>\n OpenAI\u5206\u4eab\u4e86\u4ed6\u4eec\u662f\u5982\u4f55\u8bad\u7ec3ChatGPT\u7684\uff0c\u4ee5\u53ca\u4ed6\u4eec\u7684\u8bad\u7ec3\u4fe1\u606f\u6765\u6e90\u3002\u5176\u5b9e\u8fd9\u4e9b\u4fe1\u606f\u6765\u81ea\u516c\u5f00\u4fe1\u606f\u3001\u6388\u6743\u6570\u636e\u548c\u4eba\u7c7b\u8bad\u7ec3\u5458\u7684\u8f93\u5165\u3002\u5728\u8bad\u7ec3ChatGPT\u65f6\uff0cOpenAI\u786e\u4fdd\u4ec5\u4f7f\u7528\u4e92\u8054\u7f51\u4e0a\u53ef\u514d\u8d39\u83b7\u53d6\u7684\u4fe1\u606f\u2014\u2014\u4e0d\u5305\u62ec\u4ed8\u8d39\u5185\u5bb9\u6216\u6697\u7f51\u5185\u5bb9\u3002\u6b64\u5916\uff0cOpenAI\u8fd8\u5e94\u7528\u8fc7\u6ee4\u5668\u6765\u6392\u9664\u4ec7\u6068\u8a00\u8bba\u3001\u6210\u4eba\u5185\u5bb9\u548c\u5783\u573e\u90ae\u4ef6\u7b49\u5185\u5bb9\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u4e0d\u4f1a\u4ece\u4e0d\u59a5\u6765\u6e90\u5b66\u4e60\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u7684\u5de5\u4f5c\u539f\u7406\u662f\u901a\u8fc7\u4e00\u79cd\u79f0\u4e3a\u65e0\u76d1\u7763\u5b66\u4e60\u7684\u65b9\u5f0f\uff0c\u5b66\u4e60\u5927\u91cf\u6587\u672c\u4e2d\u7684\u6a21\u5f0f\u3002\u8fd9\u4e9b\u6a21\u578b\u7684\u5b66\u4e60\u65b9\u5f0f\u662f\u8bc6\u522b\u6587\u672c\u4e2d\u7684\u6a21\u5f0f\uff0c\u800c\u4e0d\u662f\u5b58\u50a8\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u96c6\u540e\uff0c\u6a21\u578b\u4e0d\u4f1a\u4fdd\u7559\u5177\u4f53\u7ec6\u8282\u6216\u201c\u590d\u5236\u548c\u7c98\u8d34\u201d\u5185\u5bb9\u3002\u76f8\u53cd\uff0c\u5b83\u4f1a\u5728\u8bcd\u8bed\u548c\u6982\u5ff5\u4e4b\u95f4\u5efa\u7acb\u5173\u8054\uff0c\u5e76\u6839\u636e\u6982\u7387\u751f\u6210\u53cd\u5e94\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u5f88\u50cf\u4e00\u4e2a\u4eba\u5b66\u4e60\u4e00\u672c\u4e66\u2014\u2014\u5728\u5b8c\u5168\u7406\u89e3\u5185\u5bb9\u4e4b\u540e\uff0c\u4ed6\u4eec\u4e0d\u518d\u9700\u8981\u76f4\u63a5\u53c2\u8003\u5b83\uff0c\u800c\u662f\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u77e5\u8bc6\u6765\u56de\u7b54\u95ee\u9898\u6216\u4ea7\u751f\u65b0\u7684\u60f3\u6cd5\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u5728\u5e9e\u5927\u800c\u591a\u6837\u7684\u6587\u672c\u6570\u636e\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u8fd9\u4f7f\u5176\u80fd\u591f\u5904\u7406\u5404\u79cd\u4efb\u52a1\uff0c\u800c\u4e0d\u5c40\u9650\u4e8e\u5355\u4e00\u7684\u4e13\u4e1a\u9886\u57df\u3002\u8fd9\u4e9b\u6a21\u578b\u901a\u5e38\u88ab\u79f0\u4e3a\u57fa\u7840\u6a21\u578b\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u670d\u52a1\u4e8e\u591a\u79cd\u4e0d\u540c\u7684\u76ee\u7684\uff0c\u4f8b\u5982\u5199\u4f5c\u3001\u56de\u7b54\u95ee\u9898\u6216\u7ffb\u8bd1\uff0c\u800c\u4e0d\u9700\u8981\u9488\u5bf9\u6bcf\u9879\u4efb\u52a1\u8fdb\u884c\u7279\u5b9a\u7684\u8bad\u7ec3\u3002\u5f53\u6a21\u578b\u65e0\u9700\u4efb\u4f55\u793a\u4f8b\u6216\u6307\u4ee4\u5373\u53ef\u5b8c\u6210\u4efb\u52a1\u65f6\uff0c\u88ab\u79f0\u4e3a\u96f6\u70b9\u5b66\u4e60\u3002\u6b64\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u53d8\u4f53\uff0c\u5982\u5355\u6b21\u5b66\u4e60\u548c\u5c11\u91cf\u5b66\u4e60\uff0c\u5373\u7ed9\u6a21\u578b\u4e00\u4e2a\u6216\u51e0\u4e2a\u4f8b\u5b50\uff0c\u8ba9\u5b83\u5b66\u4e60\u5982\u4f55\u66f4\u597d\u5730\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n \u4e3a\u4e86\u4f7f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u8fdb\u884c\u5b9a\u5236\uff0c\u5f00\u53d1\u4eba\u5458\u91c7\u7528\u4e86\u8bf8\u5982\u8c03\u6574\u63d0\u793a\uff08\u4fee\u6539\u8f93\u5165\u63d0\u793a\u6765\u6307\u5bfc\u6a21\u578b\uff09\u3001\u5fae\u8c03\uff08\u5bf9\u7279\u5b9a\u4efb\u52a1\u7684\u6570\u636e\u8fdb\u884c\u6301\u7eed\u8bad\u7ec3\uff09\u548c\u9002\u914d\u5668\uff08\u96c6\u6210\u5230\u6a21\u578b\u4e2d\u7684\u9644\u52a0\u6a21\u5757\uff0c\u65e0\u9700\u5b8c\u5168\u91cd\u65b0\u8bad\u7ec3\u5373\u53ef\u4f7f\u6a21\u578b\u4e13\u4e1a\u5316\uff09\u7b49\u65b9\u6cd5\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4f7f\u7528\u6848\u4f8b<\/strong><\/p>\n \u5728\u5ba2\u6237\u670d\u52a1\u9886\u57df\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u4e3a\u804a\u5929\u673a\u5668\u4eba\u548c\u865a\u62df\u52a9\u624b\uff08\u5982IBM Watsonx Assistant\u548cGoogle\u7684 BARD\uff09\u63d0\u4f9b\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u652f\u6301\uff0c\u63d0\u4f9b\u7c7b\u4f3c\u4eba\u7c7b\u7684\u60c5\u5883\u611f\u77e5\u54cd\u5e94\uff0c\u4ece\u800c\u63d0\u5347\u5ba2\u6237\u7684\u670d\u52a1\u6c34\u5e73\u3002\u8fd9\u4e9b\u6a21\u578b\u8fd8\u91cd\u65b0\u5b9a\u4e49\u4e86\u5185\u5bb9\u751f\u6210\uff0c\u5b9e\u73b0\u4e86\u535a\u5ba2\u6587\u7ae0\u3001\u8425\u9500\u6750\u6599\u548c\u9500\u552e\u6587\u6848\u7684\u81ea\u52a8\u521b\u5efa\u3002<\/p>\n \u5728\u7814\u7a76\u548c\u5b66\u672f\u9886\u57df\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u901a\u8fc7\u603b\u7ed3\u590d\u6742\u7684\u6570\u636e\u96c6\u548c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u52a0\u5feb\u4e86\u77e5\u8bc6\u53d1\u73b0\u7684\u901f\u5ea6\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u7684\u8bed\u8a00\u7ffb\u8bd1\u80fd\u529b\u8fd8\u80fd\u5e2e\u52a9\u4f01\u4e1a\u5728\u5168\u7403\u5e02\u573a\u4e0a\u901a\u8fc7\u7cbe\u786e\u7684\u3001\u4e0e\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u7ffb\u8bd1\u6765\u5f25\u5408\u6c9f\u901a\u5dee\u8ddd\u3002<\/p>\n \u4ee3\u7801\u751f\u6210\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u6700\u5e7f\u6cdb\u7684\u5e94\u7528\u4e4b\u4e00\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u7f16\u5199\u3001\u8c03\u8bd5\u751a\u81f3\u5728\u7f16\u7a0b\u8bed\u8a00\u4e4b\u95f4\u8fdb\u884c\u7ffb\u8bd1\u3002\u5b83\u4eec\u8fd8\u53ef\u7528\u4e8e\u60c5\u7eea\u5206\u6790\uff0c\u4f7f\u4f01\u4e1a\u80fd\u591f\u8861\u91cf\u5ba2\u6237\u60c5\u7eea\u5e76\u66f4\u6709\u6548\u5730\u7ba1\u7406\u54c1\u724c\u58f0\u8a89\u3002<\/p>\n \u9664\u4e86\u8fd9\u4e9b\u9886\u57df\u4e4b\u5916\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u8fd8\u901a\u8fc7\u652f\u6301\u6587\u672c\u8f6c\u8bed\u97f3\u6280\u672f\u548c\u751f\u6210\u6b8b\u969c\u4eba\u58eb\u66f4\u6613\u7406\u89e3\u7684\u683c\u5f0f\u7684\u5185\u5bb9\uff0c\u4e3a\u65e0\u969c\u788d\u8bbf\u95ee\u505a\u51fa\u4e86\u8d21\u732e\u3002\u6b64\u5916\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLMs)\u7684\u4e00\u4e2a\u663e\u8457\u4f18\u52bf\u5728\u4e8e\u4f01\u4e1a\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\uff08API\uff09\u96c6\u6210\u8f7b\u677e\u8bbf\u95ee\u8fd9\u4e9b\u529f\u80fd\uff0c\u4ece\u800c\u4f7f\u5b83\u4eec\u53ef\u968f\u65f6\u7528\u4e8e\u5404\u79cd\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n \u672a\u6765\u51e0\u5e74\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/strong>(LLMs)<\/strong>\u5c06\u5982\u4f55\u53d1\u5c55\uff1f<\/strong><\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u672a\u6765\u6b63\u5904\u4e8e\u5341\u5b57\u8def\u53e3\u2014\u2014\u8981\u4e48\u53d6\u5f97\u7a81\u7834\uff0c\u8981\u4e48\u8d70\u5165\u6b7b\u80e1\u540c\u3002\u867d\u7136\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u751f\u6210\u6587\u672c\u3001\u7f16\u7801\u548c\u5904\u7406\u67d0\u4e9b\u5206\u6790\u4efb\u52a1\u65b9\u9762\u53d6\u5f97\u4e86\u4ee4\u4eba\u77a9\u76ee\u7684\u6210\u679c\uff0c\u4f46\u8be5\u884c\u4e1a\u7684\u6700\u65b0\u53d1\u5c55\u8868\u660e\uff0c\u6211\u4eec\u53ef\u80fd\u5df2\u7ecf\u5904\u4e8e\u6536\u76ca\u9012\u51cf\u7684\u9636\u6bb5\u3002\u5176\u4e2d\u4e00\u4e2a\u5173\u952e\u7684\u56f0\u96be\u5728\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u4e0d\u53d8\u67b6\u6784\u3002\u4e0e\u80fd\u591f\u52a8\u6001\u9002\u5e94\u7684\u4eba\u8111\u4e0d\u540c\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u5c42\u6570\u3001\u5bbd\u5ea6\u548c\u6df1\u5ea6\u65b9\u9762\u90fd\u662f\u56fa\u5b9a\u7684\u3002\u8fd9\u79cd\u5c40\u9650\u6027\u5f71\u54cd\u4e86\u5b83\u4eec\u6267\u884c\u66f4\u62bd\u8c61\u6216\u7cfb\u7edf\u6027\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u5e38\u5e38\u5bfc\u81f4\u5b83\u4eec\u8fc7\u4e8e\u5173\u6ce8\u7ec6\u8282\uff0c\u800c\u96be\u4ee5\u5904\u7406\u66f4\u590d\u6742\u7684\u9519\u8bef\u6216\u5206\u6790\u3002<\/p>\n \u6a21\u578b\u5c42\u7684\u5bbd\u5ea6\u6307\u7684\u662f\u5b83\u4e00\u6b21\u53ef\u4ee5\u5904\u7406\u591a\u5c11\u4e2a\u795e\u7ecf\u5143\uff0c\u800c\u6a21\u578b\u7684\u6df1\u5ea6\u6307\u7684\u662f\u5b83\u6709\u591a\u5c11\u5c42\u3002\u8fd9\u4e9b\u56e0\u7d20\u51b3\u5b9a\u4e86\u6a21\u578b\u5904\u7406\u590d\u6742\u62bd\u8c61\u6982\u5ff5\u7684\u80fd\u529b\u3002\u5bbd\u5ea6\u6216\u6df1\u5ea6\u592a\u5c0f\u4f1a\u5bfc\u81f4\u5e7b\u89c9\u6216\u8fc7\u5ea6\u7b80\u5355\u5316\u7b49\u95ee\u9898\uff0c\u800c\u5bbd\u5ea6\u6216\u6df1\u5ea6\u592a\u5927\u4f1a\u5bfc\u81f4\u6548\u7387\u4f4e\u4e0b\uff0c\u4f46\u6027\u80fd\u5374\u4e0d\u4f1a\u76f8\u5e94\u63d0\u9ad8\u3002\u5176\u4e2d\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898\u662f\uff0c\u6211\u4eec\u8fd8\u4e0d\u77e5\u9053\u8fd9\u4e9b\u53c2\u6570\u7684\u6700\u4f73\u914d\u7f6e\uff0c\u8fd9\u610f\u5473\u7740\u5f53\u524d\u7684\u6a21\u578b\u5728\u8bbe\u8ba1\u65f6\uff0c\u5c42\u6570\u548c\u795e\u7ecf\u5143\u7684\u6570\u91cf\u5f80\u5f80\u8d85\u8fc7\u4e86\u539f\u672c\u9700\u8981\u7684\u6570\u91cf\uff0c\u4ece\u800c\u5bfc\u81f4\u5927\u91cf\u7684\u8ba1\u7b97\u548c\u6570\u636e\u9700\u6c42\u3002<\/p>\n \u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u76ee\u524d\u62e5\u6709\u6570\u4e07\u4ebf\u4e2a\u53c2\u6570\uff0c\u4f46\u5373\u4f7f\u5176\u6027\u80fd\u7565\u6709\u63d0\u5347\uff0c\u4e5f\u9700\u8981\u5448\u6307\u6570\u7ea7\u589e\u957f\u7684\u8ba1\u7b97\u80fd\u529b\u3002\u8fd9\u8feb\u4f7f\u4f01\u4e1a\u5efa\u7acb\u5e9e\u5927\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u4f46\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u5374\u8d8a\u6765\u8d8a\u5c11\u3002\u4e00\u4e9b\u516c\u53f8\u8f6c\u800c\u91c7\u7528\u4eba\u5de5\u751f\u6210\u6570\u636e\u7684\u65b9\u5f0f\u6765\u7ee7\u7eed\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u8fd9\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\uff0c\u5982\u8f93\u51fa\u8d28\u91cf\u4e0b\u964d\u3002\u6b64\u5916\uff0c\u8bad\u7ec3\u8fc7\u7a0b\u672c\u8eab\u6548\u7387\u4f4e\u4e0b\uff0c\u56e0\u4e3a\u5fc5\u987b\u6839\u636e\u6bcf\u4e2a\u65b0\u6570\u636e\u91cd\u65b0\u8ba1\u7b97\u6574\u4e2a\u6a21\u578b\u7684\u6743\u91cd\uff0c\u8fd9\u5c31\u597d\u6bd4\u4e3a\u6bcf\u4e2a\u65b0\u5355\u8bcd\u4ece\u5934\u5f00\u59cb\u91cd\u8bfb\u4e00\u672c\u4e66\u3002<\/p>\n \u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u969c\u788d\uff0c\u5404\u5bb6\u516c\u53f8\u4ecd\u5728\u7ee7\u7eed\u5411\u524d\u8fc8\u8fdb\uff0c\u4ed6\u4eec\u5e0c\u671b\u521b\u9020\u51fa\u80fd\u4e0e\u4eba\u7c7b\u667a\u80fd\u76f8\u5ab2\u7f8e\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002\u7387\u5148\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u4f01\u4e1a\u5c06\u62e5\u6709\u663e\u8457\u7684\u6280\u672f\u4f18\u52bf\uff0c\u6709\u53ef\u80fd\u5f7b\u5e95\u6539\u53d8\u5404\u884c\u5404\u4e1a\uff0c\u5e76\u5f15\u53d1\u65b0\u4e00\u8f6e\u521b\u65b0\u6d6a\u6f6e\u3002<\/p>\n \u7ed3\u8bba<\/strong><\/p>\n \u5b9a\u5236\u8bed\u8a00\u6a21\u578b\u7684\u96c6\u6210\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad8\u4e1a\u52a1\u8fd0\u8425\u80fd\u529b\uff0c\u5c24\u5176\u662f\u6839\u636e\u7279\u5b9a\u884c\u4e1a\u9700\u6c42\u91cf\u8eab\u5b9a\u5236\u65f6\u3002Lingvanex\u63d0\u4f9b\u4e86\u4e00\u79cd\u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLM)\u96c6\u6210\u5230\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u7b80\u5316\u6d41\u7a0b\uff0c\u4ee5\u786e\u4fdd\u8be5\u6a21\u578b\u4e0d\u4ec5\u80fd\u7406\u89e3\u60a8\u7684\u6570\u636e\uff0c\u8fd8\u80fd\u4e0e\u60a8\u7684\u8fd0\u8425\u76ee\u6807\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n \u6b64\u5916\uff0cLingvanex\u7684\u7ffb\u8bd1\u6a21\u578b\u91c7\u7528OpenNMT-tf\u6846\u67b6\uff0c\u8be5\u6846\u67b6\u57fa\u4e8e\u7ecf\u5178\u7684Transformer\u67b6\u6784\uff08\u7f16\u7801\u5668 + \u89e3\u7801\u5668\uff09\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u786e\u4fdd\u9ad8\u8d28\u91cf\u7684\u7ffb\u8bd1\uff0c\u5e76\u4f18\u5316\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u3002<\/p>\n \u96c6\u6210\u8fc7\u7a0b\u4ece\u4e0a\u4f20\u516c\u5171\u6570\u636e\u5f00\u59cb\uff0c\u5982\u7f51\u7ad9\u624b\u518c\u3001\u81ea\u8ff0\u6587\u4ef6\u6216\u8bf4\u660e\uff0c\u8fd9\u4e9b\u6570\u636e\u5c06\u4f5c\u4e3a\u6784\u5efa\u6a21\u578b\u7684\u57fa\u7840\u3002\u6536\u96c6\u5b8c\u8fd9\u4e9b\u6570\u636e\u540e\uff0c\u901a\u5e38\u9700\u8981\u4e00\u5230\u4e24\u5468\u7684\u65f6\u95f4\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u786e\u4fdd\u5b83\u5b8c\u5168\u7b26\u5408\u60a8\u7684\u4e1a\u52a1\u9700\u6c42\u3002\u4e00\u65e6\u6a21\u578b\u51c6\u5907\u5c31\u7eea\uff0c\u5b83\u5c31\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684REST API\u65e0\u7f1d\u96c6\u6210\u5230\u60a8\u7684\u57fa\u7840\u67b6\u6784\u4e2d\uff0c\u4ece\u800c\u63d0\u4f9b\u987a\u7545\u800c\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n