\u65e7\u6709\u9500\u552e\u6a21\u5f0f<\/h3>\n

\u8fc7\u53bb\uff0c\u4f60\u901a\u5e38\u901a\u8fc7\u56fa\u5b9a\u5408\u7ea6\u6216\u8ba2\u9605\u65b9\u6848\u6765\u79df\u7528\u7b97\u529b\u3002\u670d\u52a1\u5546\u4f1a\u5728\u7279\u5b9a\u671f\u9650\u5185\u5411\u4f60\u63d0\u4f9b\u4e00\u5b9a\u6570\u91cf\u7684 CPU \u6216 GPU \u8d44\u6e90\u3002\u4f60\u5f80\u5f80\u9700\u8981\u5728\u4e0d\u540c\u6863\u4f4d\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\uff0c\u4f8b\u5982\u57fa\u7840\u7248\u3001\u6807\u51c6\u7248\u6216\u9ad8\u7ea7\u7248\u3002\u6bcf\u4e2a\u6863\u4f4d\u90fd\u5bf9\u5e94\u4e0d\u540c\u7684\u4ef7\u683c\u548c\u8d44\u6e90\u4e0a\u9650\u3002\u5982\u679c\u4f60\u9700\u8981\u66f4\u591a\u7b97\u529b\uff0c\u5c31\u5fc5\u987b\u5347\u7ea7\u5957\u9910\u6216\u91cd\u65b0\u7b7e\u8ba2\u5408\u540c\u3002<\/p>\n

\u6ce8\u610f\uff1a<\/strong>\u8fd9\u4e9b\u6a21\u5f0f\u5bf9\u4e8e\u8d1f\u8f7d\u8f83\u4e3a\u53ef\u9884\u6d4b\u7684\u573a\u666f\u8fd0\u884c\u826f\u597d\u3002\u4f60\u53ef\u4ee5\u63d0\u524d\u89c4\u5212\u652f\u51fa\u548c\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u3002<\/p><\/blockquote>\n

\u6709\u4e9b\u670d\u52a1\u5546\u4e5f\u63d0\u4f9b\u6309\u91cf\u4ed8\u8d39\u9009\u9879\u3002\u4f60\u6309\u5b9e\u9645\u4f7f\u7528\u786c\u4ef6\u7684\u65f6\u957f\u4ed8\u8d39\uff0c\u4f46\u901a\u5e38\u4ecd\u8981\u9762\u5bf9\u6700\u4f4e\u4f7f\u7528\u8981\u6c42\u6216\u9884\u4ed8\u62bc\u91d1\u3002\u4f60\u5f88\u5c11\u80fd\u505a\u5230\u771f\u6b63\u5373\u65f6\u5730\u5411\u4e0a\u6216\u5411\u4e0b\u6269\u5bb9\u3002<\/p>\n

\u5c40\u9650\u6027\u4e0e\u6311\u6218<\/h3>\n

\u5728\u8fd9\u4e9b\u4f20\u7edf\u6a21\u5f0f\u4e0b\uff0c\u4f60\u4f1a\u9762\u4e34\u82e5\u5e72\u6311\u6218\uff1a<\/p>\n

\n
• \u7075\u6d3b\u6027\u6709\u9650\uff1a<\/strong>\u4f60\u65e0\u6cd5\u8f7b\u677e\u5b9e\u65f6\u8c03\u6574\u8d44\u6e90\u3002\u9700\u6c42\u7a81\u7136\u6fc0\u589e\u65f6\uff0c\u5f80\u5f80\u4f1a\u5bfc\u81f4\u5ef6\u8fdf\u6216\u989d\u5916\u6210\u672c\u3002<\/li>\n
• \u51c6\u5165\u95e8\u69db\u9ad8\uff1a<\/strong>\u4f60\u9700\u8981\u627f\u8bfa\u957f\u671f\u5408\u540c\u6216\u652f\u4ed8\u8f83\u5927\u989d\u7684\u524d\u671f\u8d39\u7528\u3002\u8fd9\u4f7f\u5f97\u5c0f\u4f01\u4e1a\u6216\u521d\u521b\u516c\u53f8\u96be\u4ee5\u83b7\u5f97\u9ad8\u6027\u80fd\u8ba1\u7b97\u8d44\u6e90\u3002<\/li>\n
• \u8d44\u6e90\u788e\u7247\u5316\uff1a<\/strong>\u56fa\u5b9a\u5957\u9910\u4e2d\u5e38\u5e38\u9501\u5b9a\u7740\u672a\u88ab\u4f7f\u7528\u7684\u5bb9\u91cf\uff0c\u5bfc\u81f4\u652f\u51fa\u6d6a\u8d39\u548c\u786c\u4ef6\u5229\u7528\u6548\u7387\u4f4e\u4e0b\u3002<\/li>\n
• \u5b9a\u4ef7\u4e0d\u900f\u660e\uff1a<\/strong>\u4f60\u5f88\u96be\u6a2a\u5411\u6bd4\u8f83\u4e0d\u540c\u670d\u52a1\u5546\u7684\u4ef7\u683c\u3002\u9690\u85cf\u8d39\u7528\u548c\u590d\u6742\u8ba1\u8d39\u65b9\u5f0f\u8ba9\u9884\u7b97\u7ba1\u7406\u53d8\u5f97\u56f0\u96be\u3002<\/li>\n<\/ul>\n
  \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n

  \u6311\u6218<\/th>\n	\u5bf9\u4f60\u7684\u5f71\u54cd<\/th>\n<\/tr>\n
  \u7075\u6d3b\u6027\u6709\u9650<\/td>\n	\u65e0\u6cd5\u5feb\u901f\u54cd\u5e94\u9700\u6c42<\/td>\n<\/tr>\n
  \u51c6\u5165\u95e8\u69db\u9ad8<\/td>\n	\u65b0\u8fdb\u5165\u8005\u66f4\u96be\u83b7\u5f97\u8d44\u6e90<\/td>\n<\/tr>\n
  \u8d44\u6e90\u788e\u7247\u5316<\/td>\n	\u8d44\u6e90\u6d6a\u8d39<\/td>\n<\/tr>\n
  \u5b9a\u4ef7\u4e0d\u900f\u660e<\/td>\n	\u6210\u672c\u4e0d\u53ef\u9884\u6d4b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u9700\u8981\u4e00\u79cd\u66f4\u597d\u7684\u65b9\u5f0f\u6765\u83b7\u53d6\u7b97\u529b\u3002\u65e7\u6709\u6a21\u5f0f\u5df2\u65e0\u6cd5\u8ddf\u4e0a AI \u548c\u6570\u636e\u9a71\u52a8\u578b\u5de5\u4f5c\u8d1f\u8f7d\u7684\u9ad8\u901f\u589e\u957f\u3002\u4f60\u5e0c\u671b\u83b7\u5f97\u66f4\u9ad8\u7684\u63a7\u5236\u529b\u3001\u66f4\u5f3a\u7684\u900f\u660e\u5ea6\u548c\u66f4\u4f18\u7684\u6548\u7387\u3002<\/p>\n \u7b97\u529b\u670d\u52a1\u5668\u79df\u7528\u4e2d\u7684 token \u5316<\/strong><\/h2>\n \u4ec0\u4e48\u662f token\uff1f<\/h3>\n \u4f60\u53ef\u4ee5\u5c06 token \u7406\u89e3\u4e3a\u4e00\u79cd\u6570\u5b57\u5316\u5355\u4f4d\uff0c\u5b83\u4ee3\u8868\u4e00\u5b9a\u6570\u91cf\u7684\u7b97\u529b\u8d44\u6e90\u3002\u5f53\u4f60\u4f7f\u7528\u4e00\u4e2a token \u65f6\uff0c\u5c31\u80fd\u5728\u4e00\u6bb5\u8bbe\u5b9a\u65f6\u95f4\u5185\u89e3\u9501 CPU\u3001GPU \u6216\u5185\u5b58\u7b49\u8d44\u6e90\u7684\u4f7f\u7528\u6743\u3002\u4f60\u65e0\u9700\u62e5\u6709\u786c\u4ef6\u672c\u8eab\uff0c\u800c\u662f\u4f9d\u8d56 token generation \u6765\u751f\u6210\u8fd9\u4e9b\u5355\u4f4d\uff0c\u5e76\u53ef\u5728\u5b9e\u65f6\u5e02\u573a\u4e2d\u8fdb\u884c\u8d2d\u4e70\u3001\u51fa\u552e\u6216\u4ea4\u6613\u3002<\/p>\n token generation \u901a\u5e38\u901a\u8fc7\u667a\u80fd\u5408\u7ea6\u6216\u81ea\u52a8\u5316\u7cfb\u7edf\u5b8c\u6210\u3002\u7cfb\u7edf\u4f1a\u6839\u636e\u53ef\u7528\u7b97\u529b\u8d44\u6e90\u5411\u4f60\u5206\u914d\u76f8\u5e94 token\u3002\u4f60\u53ef\u4ee5\u8ffd\u8e2a\u81ea\u5df1\u7684 token\uff0c\u5e76\u968f\u65f6\u67e5\u770b\u81ea\u5df1\u5f53\u524d\u62e5\u6709\u591a\u5c11\u7b97\u529b\u3002\u8fd9\u4e00\u673a\u5236\u8ba9\u4f60\u5bf9\u81ea\u8eab\u7b97\u529b\u9700\u6c42\u62e5\u6709\u66f4\u9ad8\u638c\u63a7\u529b\u3002<\/p>\n \u4f60\u4e5f\u4f1a\u53d1\u73b0\uff0c\u57fa\u4e8e token \u7684\u8ba1\u8d39\u65b9\u5f0f\u6539\u53d8\u4e86\u4f60\u7684\u652f\u4ed8\u65b9\u5f0f\u3002\u4f60\u53ea\u9700\u4e3a\u5b9e\u9645\u4f7f\u7528\u7684\u8d44\u6e90\u4ed8\u8d39\uff0c\u907f\u514d\u9690\u85cf\u8d39\u7528\u548c\u590d\u6742\u8ba1\u8d39\u7ed3\u6784\u3002\u4f60\u53ef\u4ee5\u6e05\u695a\u770b\u5230\u6210\u672c\uff0c\u5e76\u66f4\u6709\u628a\u63e1\u5730\u89c4\u5212\u652f\u51fa\u3002<\/p>\n \u57fa\u4e8e token \u63a5\u5165\u7684\u4f18\u52bf<\/h3>\n \u4e0e\u4f20\u7edf\u6a21\u5f0f\u76f8\u6bd4\uff0c\u57fa\u4e8e token \u7684\u63a5\u5165\u65b9\u5f0f\u4e3a\u4f60\u5e26\u6765\u4e86\u591a\u9879\u663e\u8457\u4f18\u52bf\u3002\u4f60\u83b7\u5f97\u4e86\u66f4\u5f3a\u7684\u7075\u6d3b\u6027\u3001\u900f\u660e\u5ea6\u548c\u53ef\u6269\u5c55\u6027\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u4e70\u5356 token \u5373\u65f6\u8c03\u6574\u7b97\u529b\u8d44\u6e90\uff0c\u65e0\u9700\u7b7e\u8ba2\u957f\u671f\u5408\u540c\uff0c\u4e5f\u4e0d\u5fc5\u652f\u4ed8\u524d\u671f\u62bc\u91d1\u3002<\/p>\n \n \u4f60\u53ef\u4ee5\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u53d8\u5316\u968f\u65f6\u6269\u5c55\u6216\u7f29\u51cf\u8d44\u6e90\u3002<\/li>\n \u4f60\u53ef\u4ee5\u5229\u7528 token generation \u8ba9\u81ea\u8eab\u9700\u6c42\u4e0e\u5e02\u573a\u4f9b\u7ed9\u66f4\u7cbe\u51c6\u5339\u914d\u3002<\/li>\n \u4f60\u80fd\u591f\u53d7\u76ca\u4e8e\u57fa\u4e8e token \u7684\u8ba1\u8d39\u6a21\u5f0f\uff0c\u53ea\u4e3a\u5b9e\u9645\u4f7f\u7528\u91cf\u4ed8\u8d39\u3002<\/li>\n<\/ul>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n \u4f18\u52bf<\/th>\n \u5b83\u5982\u4f55\u5e2e\u52a9\u4f60<\/th>\n<\/tr>\n \u7075\u6d3b\u6027<\/td>\n \u5373\u65f6\u8c03\u6574\u8d44\u6e90<\/td>\n<\/tr>\n \u900f\u660e\u5ea6<\/td>\n \u6e05\u6670\u4e86\u89e3\u6210\u672c\u4e0e\u4f7f\u7528\u60c5\u51b5<\/td>\n<\/tr>\n \u53ef\u6269\u5c55\u6027<\/td>\n \u6309\u9700\u589e\u957f\u6216\u6536\u7f29<\/td>\n<\/tr>\n \u6548\u7387<\/td>\n \u907f\u514d\u65e0\u6548\u652f\u51fa<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u57fa\u4e8e token \u7684\u8ba1\u8d39\u8fd8\u63d0\u5347\u4e86\u6548\u7387\u3002\u4f60\u65e0\u9700\u4e3a\u672a\u4f7f\u7528\u7684\u5bb9\u91cf\u4e70\u5355\u3002\u4f60\u53ef\u4ee5\u4e0e\u5176\u4ed6\u7528\u6237\u4ea4\u6613 token\uff0c\u4ece\u800c\u66f4\u597d\u5730\u7ba1\u7406\u6210\u672c\u3002\u4f60\u8fd8\u80fd\u5b9e\u65f6\u67e5\u770b\u8ba1\u8d39\u60c5\u51b5\uff0c\u56e0\u6b64\u80fd\u8fc5\u901f\u5e94\u5bf9\u53d8\u5316\u3002<\/p>\n token generation \u8fd8\u652f\u6301\u53bb\u4e2d\u5fc3\u5316\u5e73\u53f0\u3002\u4f60\u53ef\u4ee5\u52a0\u5165\u4e00\u4e2a\u5168\u7403\u5316\u7f51\u7edc\uff0c\u8ba9\u95f2\u7f6e\u7b97\u529b\u5f97\u5230\u91ca\u653e\u548c\u5229\u7528\u3002\u8fd9\u6709\u52a9\u4e8e\u51cf\u5c11\u6d6a\u8d39\uff0c\u5e76\u63d0\u5347\u6240\u6709\u4eba\u7684\u8d44\u6e90\u53ef\u5f97\u6027\u3002<\/p>\n \u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u57fa\u4e8e token \u7684\u8ba1\u8d39\u4e3a\u7b97\u529b\u521b\u9020\u4e86\u4e00\u4e2a\u65b0\u5e02\u573a\u3002\u4f60\u53ef\u4ee5\u53c2\u4e0e\u62cd\u5356\u6216\u73b0\u8d27\u5e02\u573a\uff0c\u4ef7\u683c\u4f1a\u968f\u4f9b\u9700\u53d8\u5316\u800c\u6ce2\u52a8\u3002\u4f60\u5bf9\u652f\u51fa\u548c\u8d44\u6e90\u5206\u914d\u62e5\u6709\u66f4\u5f3a\u63a7\u5236\u529b\u3002<\/p>\n \u4f60\u4f1a\u53d1\u73b0\uff0ctoken \u8ba9\u7b97\u529b\u53d8\u5f97\u66f4\u52a0\u89e6\u624b\u53ef\u53ca\u3002\u4f60\u65e0\u9700\u6295\u8d44\u6602\u8d35\u786c\u4ef6\uff0c\u53ea\u9700\u4f7f\u7528 token\uff0c\u5c31\u80fd\u5728\u9700\u8981\u65f6\u83b7\u53d6\u6240\u9700\u8d44\u6e90\u3002\u4f60\u53ef\u4ee5\u66f4\u4e13\u6ce8\u4e8e\u9879\u76ee\u672c\u8eab\uff0c\u800c\u4e0d\u5fc5\u4e3a\u57fa\u7840\u8bbe\u65bd\u64cd\u5fc3\u3002<\/p>\n \u57fa\u4e8e token \u7684\u5b9a\u4ef7\u4e0e\u5e02\u573a\u52a8\u6001<\/strong><\/h2>\n \u5355\u4e2a token \u6210\u672c\u8be6\u89e3<\/h3>\n \u4f60\u770b\u5230\u4e86\u4e00\u79cd\u8861\u91cf\u7b97\u529b\u4ef7\u503c\u7684\u65b0\u65b9\u5f0f\u3002\u5355\u4e2a token \u6210\u672c\u4e3a\u4f60\u63d0\u4f9b\u4e86\u6bcf\u5355\u4f4d\u7b97\u529b\u7684\u6e05\u6670\u4ef7\u683c\u3002\u4f60\u4e0d\u5fc5\u518d\u731c\u6d4b\u5c06\u652f\u4ed8\u591a\u5c11\u8d39\u7528\u3002\u4f60\u8d2d\u4e70 token\uff0c\u800c\u6bcf\u4e2a token \u90fd\u80fd\u89e3\u9501\u4e00\u5b9a\u91cf\u7684 CPU \u6216 GPU \u4f7f\u7528\u65f6\u95f4\u3002\u4f60\u53ef\u4ee5\u8f7b\u677e\u8ffd\u8e2a\u652f\u51fa\u3002<\/p>\n \u4f60\u4f1a\u53d1\u73b0\uff0c\u57fa\u4e8e token \u7684\u5b9a\u4ef7\u6539\u53d8\u4e86\u4f60\u7684\u9884\u7b97\u65b9\u5f0f\u3002\u4f60\u53ea\u9700\u4e3a\u5b9e\u9645\u4f7f\u7528\u7684 token \u4ed8\u8d39\uff0c\u907f\u514d\u9690\u85cf\u8d39\u7528\u548c\u590d\u6742\u8d26\u5355\u3002\u4f60\u8fd8\u80fd\u6a2a\u5411\u6bd4\u8f83\u4e0d\u540c\u670d\u52a1\u5546\u7684\u5355 token \u6210\u672c\uff0c\u4ece\u800c\u4e3a\u81ea\u5df1\u7684\u5de5\u4f5c\u8d1f\u8f7d\u9009\u62e9\u6700\u4f73\u65b9\u6848\u3002<\/p>\n \u57fa\u4e8e token \u7684\u5b9a\u4ef7\u4e3a\u4f60\u5e26\u6765\u66f4\u9ad8\u7075\u6d3b\u6027\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u4e70\u5356 token \u6765\u6269\u5bb9\u6216\u7f29\u5bb9\u8d44\u6e90\uff0c\u65e0\u9700\u7b7e\u7f72\u957f\u671f\u5408\u540c\uff0c\u5e76\u80fd\u5feb\u901f\u54cd\u5e94\u9700\u6c42\u53d8\u5316\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n \u7279\u6027<\/th>\n \u4e3a\u4f60\u5e26\u6765\u7684\u597d\u5904<\/th>\n<\/tr>\n \u5355\u4e2a token \u6210\u672c<\/td>\n \u5b9a\u4ef7\u6e05\u6670<\/td>\n<\/tr>\n \u57fa\u4e8e token \u7684\u5b9a\u4ef7<\/td>\n \u63a5\u5165\u7075\u6d3b<\/td>\n<\/tr>\n \u5355 token \u6210\u672c<\/td>\n \u4fbf\u4e8e\u6bd4\u8f83<\/td>\n<\/tr>\n \u7ed3\u679c\u5bfc\u5411\u5b9a\u4ef7<\/td>\n \u4e3a\u7ed3\u679c\u4ed8\u8d39<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u4e5f\u80fd\u770b\u5230\u7ed3\u679c\u5bfc\u5411\u5b9a\u4ef7\u7684\u5b9e\u9645\u5e94\u7528\u3002\u4f60\u652f\u4ed8\u7684\u662f\u6240\u83b7\u5f97\u7684\u7ed3\u679c\uff0c\u800c\u4e0d\u53ea\u662f\u6d88\u8017\u7684\u65f6\u95f4\u3002\u4f60\u901a\u8fc7 consumption-based pricing \u8ba9\u9700\u6c42\u4e0e\u4f9b\u7ed9\u76f8\u5339\u914d\uff0c\u4ece\u800c\u907f\u514d\u6d6a\u8d39\u6027\u652f\u51fa\u3002<\/p>\n \u7b97\u529b\u7684\u91d1\u878d\u5316<\/h3>\n \u4f60\u4f1a\u770b\u5230\u7b97\u529b\u6b63\u9010\u6e10\u6210\u4e3a\u4e00\u79cd\u53ef\u4ea4\u6613\u8d44\u4ea7\u3002\u57fa\u4e8e token \u7684\u5b9a\u4ef7\u8ba9\u8ba1\u7b97\u8d44\u6e90\u53d8\u6210\u4e86\u53ef\u4e70\u5356\u3001\u53ef\u4ea4\u6613\u7684\u5355\u4f4d\u3002\u4f60\u53c2\u4e0e\u7684\u662f\u4e00\u4e2a\u5355 token \u6210\u672c\u4f1a\u968f\u7740\u4f9b\u9700\u5173\u7cfb\u53d8\u5316\u800c\u6ce2\u52a8\u7684\u5e02\u573a\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u8fd9\u79cd\u4ef7\u683c\u53d8\u5316\u6709\u4e9b\u7c7b\u4f3c\u4e8e\u8d27\u8fd0\u5e02\u573a\uff1a\u96c6\u88c5\u7bb1\u4f1a\u6839\u636e\u822a\u7ebf\u548c\u9700\u6c42\u8fdb\u884c\u4ea4\u6613\u3002<\/p>\n \u4f60\u4f1a\u6ce8\u610f\u5230\u4ee5\u4e0b\u51e0\u79cd\u91d1\u878d\u5316\u8d8b\u52bf\uff1a<\/p>\n \n \u7b97\u529b\u5e02\u573a\u6b63\u4ece\u56fa\u5b9a\u8d39\u7387\u5b9a\u4ef7\u8f6c\u5411\u57fa\u4e8e token \u7684\u8ba1\u8d39\u3002<\/li>\n GitHub Copilot\u3001Cursor \u548c Windsurf \u7b49\u4e3b\u6d41 AI \u7f16\u7a0b\u5de5\u5177\u6b63\u8f6c\u5411\u6309\u4f7f\u7528\u91cf\u8ba1\u8d39\u6a21\u5f0f\u3002<\/li>\n GitHub Copilot \u5c06\u6210\u672c\u4e0e\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\u7ed1\u5b9a\uff0c\u4f7f\u652f\u51fa\u66f4\u52a0\u900f\u660e\u3002<\/li>\n<\/ul>\n \u4f60\u4f1a\u770b\u5230 Web3 \u89e3\u51b3\u65b9\u6848\u6b63\u5728\u6784\u5efa\u53bb\u4e2d\u5fc3\u5316 GPU \u5e02\u573a\u3002\u4f60\u901a\u8fc7\u667a\u80fd\u5408\u7ea6\u83b7\u5f97\u900f\u660e\u5b9a\u4ef7\uff0c\u800c\u670d\u52a1\u5546\u4e5f\u501f\u52a9\u8fd9\u4e9b\u521b\u65b0\u63a8\u52a8\u66f4\u53ef\u6301\u7eed\u7684\u5b9e\u8df5\u3002<\/p>\n \u57fa\u4e8e token \u7684\u5b9a\u4ef7\u50ac\u751f\u4e86\u65b0\u7684\u7ade\u4e89\u683c\u5c40\u3002\u4f60\u53ef\u4ee5\u6a2a\u5411\u6bd4\u8f83\u5404\u5bb6\u670d\u52a1\u5546\u7684\u4ef7\u683c\uff0c\u4e3a\u81ea\u5df1\u7684\u5de5\u4f5c\u8d1f\u8f7d\u9009\u62e9\u6700\u5408\u9002\u7684\u6210\u672c\u7ed3\u6784\u3002\u5e02\u573a\u56e0\u6b64\u5448\u73b0\u51fa\u66f4\u9ad8\u7684\u900f\u660e\u5ea6\u4e0e\u516c\u5e73\u6027\u3002<\/p>\n \u4f60\u4f1a\u53d1\u73b0\uff0c\u91d1\u878d\u5316\u8d8b\u52bf\u6b63\u5728\u5851\u9020\u7b97\u529b\u7684\u672a\u6765\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528 token \u5728\u5168\u7403\u8303\u56f4\u5185\u63a5\u5165\u8d44\u6e90\uff0c\u4ee5\u6e05\u6670\u900f\u660e\u7684\u4ef7\u683c\u4f53\u7cfb\u6765\u7ba1\u7406\u652f\u51fa\uff0c\u5e76\u53c2\u4e0e\u4e00\u4e2a\u5956\u52b1\u6548\u7387\u4e0e\u53ef\u6301\u7eed\u6027\u7684\u5e02\u573a\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n \u5e02\u573a\u8d8b\u52bf<\/th>\n \u5bf9\u4f60\u7684\u5f71\u54cd<\/th>\n<\/tr>\n \u91d1\u878d\u5316<\/td>\n \u7b97\u529b\u53ef\u4ea4\u6613\u5316<\/td>\n<\/tr>\n \u900f\u660e\u5b9a\u4ef7<\/td>\n \u652f\u51fa\u66f4\u6e05\u6670<\/td>\n<\/tr>\n \u53bb\u4e2d\u5fc3\u5316\u5e02\u573a<\/td>\n \u9009\u62e9\u66f4\u591a<\/td>\n<\/tr>\n \u5355 token \u6210\u672c<\/td>\n \u66f4\u5177\u7ade\u4e89\u529b\u7684\u9009\u9879<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u4f1a\u770b\u5230\uff0c\u7ed3\u679c\u5bfc\u5411\u5b9a\u4ef7\u4e0e\u57fa\u4e8e token \u7684\u5b9a\u4ef7\u6b63\u5728\u534f\u540c\u53d1\u6325\u4f5c\u7528\u3002\u4f60\u4e3a\u81ea\u5df1\u9700\u8981\u7684\u7ed3\u679c\u4ed8\u8d39\uff0c\u907f\u514d\u6d6a\u8d39\u652f\u51fa\uff0c\u5e76\u5bf9\u7b97\u529b\u4f7f\u7528\u62e5\u6709\u66f4\u9ad8\u638c\u63a7\u529b\u3002<\/p>\n \u4f60\u4e5f\u4f1a\u770b\u5230\u5e02\u573a\u6b63\u8d70\u5411 consumption-based pricing\u3002\u4f60\u53ea\u4e3a\u5b9e\u9645\u4f7f\u7528\u91cf\u4ed8\u8d39\uff0c\u800c\u4e0d\u518d\u4e3a\u95f2\u7f6e\u5bb9\u91cf\u4e70\u5355\u3002\u5355 token \u6210\u672c\u66f4\u52a0\u771f\u5b9e\u5730\u53cd\u6620\u4e86\u5e02\u573a\u9700\u6c42\u3002<\/p>\n \u4f60\u4f1a\u53d1\u73b0\uff0c\u57fa\u4e8e token \u7684\u5b9a\u4ef7\u4e0e\u5355 token \u6210\u672c\u6b63\u5728\u63a8\u52a8\u521b\u65b0\u3002\u4f60\u5c06\u4ece\u900f\u660e\u5b9a\u4ef7\u548c\u65b0\u7684\u5e02\u573a\u52a8\u6001\u4e2d\u53d7\u76ca\uff0c\u5e76\u5728\u7b97\u529b\u9009\u62e9\u4e0a\u83b7\u5f97\u66f4\u5f3a\u7684\u63a7\u5236\u529b\u548c\u66f4\u9ad8\u7684\u7075\u6d3b\u6027\u3002<\/p>\n \u5411 token \u6a21\u5f0f\u8f6c\u53d8\u7684\u9a71\u52a8\u56e0\u7d20<\/strong><\/h2>\n AI \u91c7\u7528\u4e0e\u8d44\u6e90\u9700\u6c42<\/h3>\n \u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u968f\u7740 ai adoption \u6301\u7eed\u589e\u957f\uff0ctoken consumption \u4e5f\u5728\u4e0a\u5347\u3002\u5f00\u53d1\u8005\u548c\u975e\u5de5\u7a0b\u6280\u672f\u4eba\u5458\u90fd\u5728\u521b\u5efa\u65b0\u7684\u5e94\u7528\uff0c\u8fd9\u63a8\u52a8\u4e86 gpu \u8d44\u6e90\u548c token \u9700\u6c42\u7684\u540c\u6b65\u589e\u957f\u3002\u5982\u4eca\uff0c\u8f6f\u4ef6\u5f00\u53d1\u7684\u74f6\u9888\u5df2\u4e0d\u518d\u53ea\u662f\u5f00\u53d1\u8005\u6570\u91cf\u4e0d\u8db3\uff0c\u66f4\u5728\u4e8e ai \u5904\u7406\u80fd\u529b\u672c\u8eab\u3002\u4e91\u670d\u52a1\u5546\u5fc5\u987b\u66f4\u8c28\u614e\u5730\u5206\u914d gpu \u8d44\u6e90\uff0c\u624d\u80fd\u8ddf\u4e0a\u8fd9\u80a1\u9700\u6c42\u3002<\/p>\n \n \u968f\u7740 gpu \u548c token \u9700\u6c42\u589e\u957f\uff0cai infrastructure market \u6b63\u5728\u53d1\u751f\u53d8\u5316\u3002<\/li>\n \u4f60\u4f1a\u770b\u5230\u56f4\u7ed5 token \u7684\u7ade\u4e89\u52a0\u5267\uff0c\u5e02\u573a\u53d8\u5f97\u66f4\u5177\u52a8\u6001\u6027\u3002<\/li>\n \u8d8a\u6765\u8d8a\u591a\u975e\u5de5\u7a0b\u4eba\u5458\u52a0\u5165 ai \u9769\u547d\uff0c\u8fdb\u4e00\u6b65\u62ac\u5347\u4e86\u5bf9 gpu \u7b97\u529b\u7684\u9700\u6c42\u3002<\/li>\n<\/ul>\n \u53bb\u4e2d\u5fc3\u5316\u5e73\u53f0\u4e0e\u8d44\u6e90\u805a\u5408<\/h3>\n \u4f60\u5c06\u53d7\u76ca\u4e8e\u53bb\u4e2d\u5fc3\u5316\u5e73\u53f0\uff0c\u5b83\u4eec\u53ef\u4ee5\u805a\u5408\u5168\u7403\u5404\u5730\u8bbe\u5907\u4e2d\u7684\u95f2\u7f6e gpu \u7b97\u529b\u3002\u50cf Krako Labs \u8fd9\u6837\u7684\u5e73\u53f0\uff0c\u4f1a\u6536\u96c6\u5bb6\u5ead PC \u548c\u79fb\u52a8\u8bbe\u5907\u4e2d\u672a\u88ab\u4f7f\u7528\u7684 gpu \u8d44\u6e90\u3002\u8fd9\u79cd\u65b9\u5f0f\u521b\u9020\u51fa\u66f4\u5177\u6210\u672c\u4f18\u52bf\u7684 ai computing infrastructure\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7 token \u8bbf\u95ee gpu \u7b97\u529b\uff0c\u800c\u5171\u4eab\u95f2\u7f6e\u8d44\u6e90\u7684\u4eba\u4e5f\u4f1a\u56e0\u6b64\u83b7\u5f97\u56de\u62a5\u3002<\/p>\n \u53bb\u4e2d\u5fc3\u5316\u5e73\u53f0\u6709\u52a9\u4e8e\u964d\u4f4e ai \u5f00\u53d1\u8005\u7684\u6210\u672c\u3002\u4f60\u4f1a\u770b\u5230\u5e02\u573a\u6b63\u8f6c\u5411\u66f4\u52a0\u5206\u5e03\u5f0f\u3001\u66f4\u52a0\u7ecf\u6d4e\u9ad8\u6548\u7684 gpu \u6a21\u5f0f\u3002AINF \u548c AI-RAN \u7b49\u7f51\u7edc\u6027\u80fd\u8fdb\u6b65\u964d\u4f4e\u4e86 token latency\uff0c\u5e76\u63d0\u5347\u4e86\u541e\u5410\u91cf\u3002\u8fd9\u4e9b\u6539\u8fdb\u964d\u4f4e\u4e86\u5355 token \u6210\u672c\uff0c\u4e5f\u8ba9\u5168\u7403 gpu \u8d44\u6e90\u53d8\u5f97\u66f4\u6613\u83b7\u53d6\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n \u8bc1\u636e\u63cf\u8ff0<\/th>\n \u542b\u4e49<\/th>\n<\/tr>\n AINF \u53ef\u964d\u4f4e token latency \u5e76\u63d0\u5347\u541e\u5410\u91cf\uff0c\u4ece\u800c\u964d\u4f4e\u5355 token \u6210\u672c\u3002<\/td>\n \u8fd9\u79cd\u6548\u7387\u63d0\u5347\u4f7f\u5168\u7403\u4f01\u4e1a\u80fd\u591f\u5347\u7ea7\u5176\u57fa\u7840\u8bbe\u65bd\uff0c\u5e76\u5f71\u54cd\u7b97\u529b\u8d44\u6e90\u7684\u5206\u5e03\u65b9\u5f0f\u3002<\/td>\n<\/tr>\n AI-RAN \u4f7f\u7535\u4fe1\u8fd0\u8425\u5546\u80fd\u591f\u5728\u7edf\u4e00\u5e73\u53f0\u4e0a\u63d0\u4f9b gpu as a Service\u3002<\/td>\n \u8fd9\u521b\u9020\u4e86\u65b0\u7684\u6536\u5165\u673a\u4f1a\uff0c\u5e76\u589e\u5f3a\u4e86\u5168\u7403\u7b97\u529b\u8d44\u6e90\u7684\u53ef\u83b7\u5f97\u6027\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u4f1a\u770b\u5230\uff0cai \u4e0e\u7f51\u7edc\u6280\u672f\u7684\u878d\u5408\u6b63\u5728\u589e\u5f3a\u670d\u52a1\u80fd\u529b\u3002\u53bb\u4e2d\u5fc3\u5316\u5e73\u53f0\u4e3a\u4f60\u63d0\u4f9b\u4e86\u66f4\u591a\u9009\u62e9\uff0c\u5e2e\u52a9\u4f60\u5728\u9700\u8981\u65f6\u83b7\u5f97 gpu \u7b97\u529b\u3002\u5168\u7403 gpu \u8d44\u6e90\u7684\u5206\u5e03\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\uff0c\u4ece\u800c\u652f\u6491 ai \u7684\u6301\u7eed\u666e\u53ca\u4ee5\u53ca token \u9a71\u52a8\u578b\u5e02\u573a\u7684\u53d1\u5c55\u3002<\/p>\n \u5bf9\u5e02\u573a\u53c2\u4e0e\u8005\u7684\u5f71\u54cd<\/strong><\/h2>\n \u4e91\u670d\u52a1\u5546<\/h3>\n \u4f60\u4f1a\u770b\u5230\uff0c\u4e91\u670d\u52a1\u5546\u6b63\u5728\u8c03\u6574\u81ea\u8eab\u6218\u7565\uff0c\u4ee5\u5728 token \u9a71\u52a8\u7684\u7b97\u529b\u5e02\u573a\u4e2d\u4fdd\u6301\u7ade\u4e89\u529b\u3002\u4ed6\u4eec\u52a0\u5927\u5bf9 AI \u57fa\u7840\u8bbe\u65bd\u7684\u6295\u5165\uff0c\u5e76\u805a\u7126\u65b0\u6280\u672f\uff0c\u4ee5\u652f\u6491\u4f60\u5bf9 inference \u5de5\u4f5c\u8d1f\u8f7d\u4e0d\u65ad\u589e\u957f\u7684\u9700\u6c42\u3002\u5982\u4eca\uff0c\u670d\u52a1\u5546\u4f1a\u8bbe\u8ba1\u5b9a\u5236\u5316 AI \u82af\u7247\uff0c\u4ee5\u63d0\u5347 inference \u4efb\u52a1\u7684\u6027\u80fd\u4e0e\u6548\u7387\u3002\u4f60\u8fd8\u4f1a\u53d1\u73b0\uff0c\u4ed6\u4eec\u540c\u65f6\u63d0\u4f9b\u4e13\u6709\u6a21\u578b\u548c\u4f4e\u6210\u672c AI \u6a21\u578b\uff0c\u4ece\u800c\u4e3a\u4f60\u7684 inference \u9700\u6c42\u5e26\u6765\u66f4\u591a\u9009\u62e9\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n \u8bc1\u636e\u7c7b\u578b<\/th>\n \u63cf\u8ff0<\/th>\n<\/tr>\n \u8d44\u672c\u652f\u51fa<\/td>\n \u4e3b\u8981\u4e91\u670d\u52a1\u5546\u589e\u52a0\u8d44\u672c\u652f\u51fa\uff0c\u4ee5\u5f3a\u5316 AI \u57fa\u7840\u8bbe\u65bd\u3002<\/td>\n<\/tr>\n \u5b9a\u5236 AI \u82af\u7247<\/td>\n \u670d\u52a1\u5546\u5f00\u53d1\u5b9a\u5236 AI \u82af\u7247\uff08ASIC\uff09\uff0c\u4ee5\u589e\u5f3a\u5176\u5e02\u573a\u5730\u4f4d\u3002<\/td>\n<\/tr>\n \u53cc\u8f68\u7b56\u7565<\/td>\n \u670d\u52a1\u5546\u540c\u65f6\u5e03\u5c40\u4e13\u6709 AI \u6a21\u578b\u4e0e\u4f4e\u6210\u672c AI \u6a21\u578b\uff0c\u4ee5\u6ee1\u8db3\u591a\u6837\u5316\u5e02\u573a\u9700\u6c42\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u5c06\u4ece\u8fd9\u4e9b\u53d8\u5316\u4e2d\u53d7\u76ca\uff0c\u56e0\u4e3a\u4f60\u53ef\u4ee5\u83b7\u5f97\u66f4\u5f3a\u5927\u3001\u66f4\u7075\u6d3b\u7684 inference \u8d44\u6e90\u3002token \u4f53\u7cfb\u8ba9\u4f60\u80fd\u591f\u4e3a llm inference \u4efb\u52a1\u9009\u62e9\u6700\u5408\u9002\u7684\u670d\u52a1\u5546\u3002\u4f60\u53ef\u4ee5\u6bd4\u8f83\u6210\u672c\uff0c\u5e76\u5728\u4ef7\u683c\u4e0e\u6027\u80fd\u4e4b\u95f4\u627e\u5230\u6700\u9002\u5408 inference \u5de5\u4f5c\u8d1f\u8f7d\u7684\u5e73\u8861\u70b9\u3002<\/p>\n AI \u516c\u53f8\u4e0e\u521d\u521b\u4f01\u4e1a<\/h3>\n \u5728 token \u9a71\u52a8\u578b\u5e02\u573a\u4e2d\uff0c\u4f60\u4f1a\u53d1\u73b0\u65b0\u7684\u673a\u4f1a\uff0c\u4e5f\u4f1a\u9762\u4e34\u65b0\u7684\u6311\u6218\u3002token \u6a21\u5f0f\u4e3a\u4f60\u53d1\u5c55 AI \u4eba\u624d\u3001\u5c06 AI \u878d\u5165\u516c\u5171\u670d\u52a1\u6253\u5f00\u4e86\u65b0\u7684\u7a7a\u95f4\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528 token \u63d0\u5347\u65c5\u6e38\u3001\u96f6\u552e\u7b49\u884c\u4e1a\u7684\u5ba2\u6237\u4f53\u9a8c\uff0c\u4e5f\u53ef\u4ee5\u90e8\u7f72 AI \u9a71\u52a8\u7684\u5b89\u5168\u5de5\u5177\uff0c\u5e76\u63a8\u52a8\u5de5\u4e1a\u6d41\u7a0b\u81ea\u52a8\u5316\u3002token \u4f53\u7cfb\u4f7f\u4f60\u80fd\u591f\u968f\u7740\u4e1a\u52a1\u589e\u957f\u7075\u6d3b\u6269\u5c55 inference \u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n \n \u901a\u8fc7\u4e13\u4e1a\u6559\u80b2\u9879\u76ee\u57f9\u517b AI \u4eba\u624d\u3002<\/li>\n \u5c06 AI \u878d\u5165\u516c\u5171\u670d\u52a1\u4e0e\u667a\u6167\u653f\u52a1\u4e3e\u63aa\u3002<\/li>\n \u5728\u65c5\u6e38\u3001\u96f6\u552e\u7b49\u884c\u4e1a\u901a\u8fc7 AI \u63d0\u5347\u5ba2\u6237\u4f53\u9a8c\u3002<\/li>\n \u5728\u591a\u4e2a\u884c\u4e1a\u90e8\u7f72 AI \u9a71\u52a8\u7684\u5b89\u5168\u5de5\u5177\u3002<\/li>\n \u5728\u591a\u4e2a\u9886\u57df\u63a8\u8fdb AI \u5de5\u4e1a\u81ea\u52a8\u5316\u5e94\u7528\u3002<\/li>\n<\/ul>\n \u4f46\u4f60\u4e5f\u4f1a\u9762\u4e34\u6311\u6218\u3002\u98ce\u9669\u6295\u8d44\u8d44\u91d1\u5f80\u5f80\u96c6\u4e2d\u6d41\u5411\u5c11\u6570\u8d62\u5bb6\uff0c\u4f7f\u7ade\u4e89\u53d8\u5f97\u66f4\u52a0\u56f0\u96be\u3002token \u5e02\u573a\u52a0\u5267\u4e86\u7ade\u4e89\uff0c\u56e0\u6b64\u4f60\u9700\u8981\u5236\u5b9a\u53ef\u6301\u7eed\u7684\u589e\u957f\u7b56\u7565\u3002\u4f60\u5fc5\u987b\u7ba1\u7406 inference \u6210\u672c\uff0c\u5e76\u9ad8\u6548\u4f7f\u7528 token\uff0c\u624d\u80fd\u4fdd\u6301\u9886\u5148\u3002<\/p>\n \n \u98ce\u9669\u6295\u8d44\u96c6\u4e2d\u5316\u5e26\u6765\u201c\u8d62\u8005\u901a\u5403\u201d\u7684\u683c\u5c40\u3002<\/li>\n \u7ade\u4e89\u52a0\u5267\u8981\u6c42\u4f60\u91c7\u53d6\u53ef\u6301\u7eed\u589e\u957f\u7b56\u7565\u3002<\/li>\n<\/ul>\n \u4f01\u4e1a\u4e0e\u9002\u5e94<\/h3>\n \u4f60\u5fc5\u987b\u8ba9\u81ea\u5df1\u7684\u4e1a\u52a1\u9002\u5e94 token \u9a71\u52a8\u578b\u5e02\u573a\u3002\u4f60\u901a\u8fc7 token \u6309\u9700\u83b7\u53d6 inference \u8d44\u6e90\u3002\u8fd9\u79cd\u65b9\u5f0f\u6709\u52a9\u4e8e\u4f60\u63a7\u5236\u6210\u672c\uff0c\u5e76\u5feb\u901f\u54cd\u5e94\u5de5\u4f5c\u8d1f\u8f7d\u53d8\u5316\u3002\u4f60\u53ef\u4ee5\u5728\u4e0d\u540c\u670d\u52a1\u5546\u4e4b\u95f4\u5207\u6362\uff0c\u4ee5\u5bfb\u627e\u6700\u9002\u5408\u81ea\u8eab inference \u9700\u6c42\u7684 token \u4ef7\u683c\u3002\u4f60\u4e5f\u4f1a\u4f7f\u7528 llm inference \u6765\u81ea\u52a8\u5316\u4efb\u52a1\u5e76\u6539\u8fdb\u51b3\u7b56\u3002<\/p>\n \u4f60\u4f1a\u57f9\u8bad\u56e2\u961f\u7406\u89e3 token \u7ba1\u7406\u4e0e inference \u4f18\u5316\u3002\u4f60\u4f1a\u76d1\u63a7 token \u4f7f\u7528\u60c5\u51b5\uff0c\u5e76\u8c03\u6574\u7b56\u7565\u4ee5\u5b9e\u73b0\u6548\u7387\u6700\u5927\u5316\u3002\u4f60\u5c06\u53d1\u73b0\uff0c\u6210\u529f\u9002\u5e94\u8fd9\u4e00\u5e02\u573a\uff0c\u610f\u5473\u7740\u8981\u5229\u7528 token \u4ece inference \u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u91ca\u653e\u65b0\u7684\u4ef7\u503c\u3002\u62e5\u62b1\u8fd9\u4e00\u4f53\u7cfb\u7684\u7075\u6d3b\u6027\u4e0e\u900f\u660e\u5ea6\uff0c\u5c06\u5e2e\u52a9\u4f60\u4fdd\u6301\u7ade\u4e89\u529b\u3002<\/p>\n \u5546\u4e1a\u5f71\u54cd\u4e0e\u672a\u6765\u5c55\u671b<\/strong><\/h2>\n IT \u652f\u51fa\u53d8\u5316<\/h3>\n \u5f53\u4f60\u8f6c\u5411 token \u9a71\u52a8\u6a21\u5f0f\u65f6\uff0c\u4f1a\u770b\u5230 IT \u652f\u51fa\u7ed3\u6784\u53d1\u751f\u6539\u53d8\u3002\u4f60\u7684\u9884\u7b97\u4e0d\u518d\u88ab\u56fa\u5b9a\u5408\u540c\u6216\u786c\u4ef6\u91c7\u8d2d\u9501\u5b9a\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u5f53\u524d\u9700\u6c42\u8d2d\u4e70 token\uff0c\u5e76\u968f\u7740\u5de5\u4f5c\u8d1f\u8f7d\u53d8\u5316\u8fdb\u884c\u8c03\u6574\u3002\u8fd9\u79cd\u65b9\u5f0f\u8ba9\u4f60\u5bf9\u652f\u51fa\u62e5\u6709\u66f4\u9ad8\u638c\u63a7\u529b\uff0c\u4e5f\u80fd\u66f4\u4e13\u6ce8\u4e8e\u53ef\u8861\u91cf\u7684 outcome\u3002\u4f60\u53ef\u4ee5\u8ffd\u8e2a\u6bcf\u4e00\u4e2a token\uff0c\u5e76\u4e86\u89e3\u5b83\u5982\u4f55\u4e3a\u4f60\u7684\u4e1a\u52a1 outcome \u4f5c\u51fa\u8d21\u732e\u3002\u4f60\u907f\u514d\u4e86\u6d6a\u8d39\uff0c\u628a\u8d44\u6e90\u6295\u5165\u5230\u6700\u80fd\u521b\u9020\u4ef7\u503c\u7684\u9879\u76ee\u4e2d\u3002<\/p>\n \u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u8fd9\u79cd\u53d8\u5316\u5bf9\u4f01\u4e1a\u5229\u6da6\u5177\u6709\u53ef\u8861\u91cf\u7684\u5f71\u54cd\u3002\u4f60\u53ea\u4e3a\u5b9e\u9645\u4f7f\u7528\u7684 token \u4ed8\u8d39\uff0c\u56e0\u6b64\u53ef\u4ee5\u5728\u4e0d\u53d7\u60e9\u7f5a\u7684\u60c5\u51b5\u4e0b\u81ea\u7531\u6269\u7f29\u5bb9\u3002\u4f60\u7684\u652f\u51fa\u4f1a\u4e0e\u771f\u5b9e outcome \u5bf9\u9f50\uff0c\u800c\u4e0d\u53ea\u662f\u4e0e\u9884\u4f30\u4f7f\u7528\u91cf\u5bf9\u9f50\u3002\u8fd9\u79cd\u7075\u6d3b\u6027\u80fd\u591f\u652f\u6301\u4f60\u7684\u4e1a\u52a1\u76ee\u6807\uff0c\u5e76\u5e2e\u52a9\u4f60\u5feb\u901f\u54cd\u5e94\u5e02\u573a\u53d8\u5316\u3002<\/p>\n \u5546\u4e1a\u6a21\u5f0f\u8c03\u6574<\/h3>\n \u4f60\u4f1a\u8c03\u6574\u81ea\u8eab\u5546\u4e1a\u6a21\u5f0f\uff0c\u4ee5\u5145\u5206\u5229\u7528 token \u9a71\u52a8\u7684\u7b97\u529b\u3002\u4f60\u8bbe\u8ba1\u670d\u52a1\u65f6\uff0c\u4f1a\u66f4\u52a0\u805a\u7126\u901a\u8fc7\u7ed3\u679c\u5bfc\u5411\u5b9a\u4ef7\u6765\u521b\u9020\u4ef7\u503c\u3002\u4f60\u4f7f\u7528 token \u8bbf\u95ee\u591a\u5bb6\u670d\u52a1\u5546\u7684\u8d44\u6e90\uff0c\u8fd9\u6269\u5927\u4e86\u4f60\u7684\u9009\u62e9\u8303\u56f4\uff0c\u4e5f\u5e2e\u52a9\u4f60\u627e\u5230\u66f4\u4f18\u4ef7\u503c\u3002\u4f60\u5c06\u4e13\u6ce8\u4e8e\u4e3a\u5ba2\u6237\u4ea4\u4ed8\u53ef\u8861\u91cf\u7684 outcomes\uff0c\u5e76\u5229\u7528 token \u8ba9\u4f9b\u9700\u5b9e\u73b0\u66f4\u7cbe\u51c6\u5339\u914d\u3002<\/p>\n \u4f60\u4f1a\u770b\u5230\u65b0\u7684\u4ef7\u503c\u521b\u9020\u673a\u4f1a\u3002\u751f\u6210\u5f0f AI \u4f7f\u4f60\u80fd\u591f\u521b\u9020\u6709\u4ef7\u503c\u7684\u6570\u636e token\uff0c\u5b83\u4eec\u4f1a\u6210\u4e3a\u4f60\u6240\u5728\u884c\u4e1a\u4e2d\u7684\u65b0\u578b\u5546\u54c1\u3002\u4f60\u5229\u7528\u8fd9\u4e9b token \u89e3\u9501 outcome-driven \u7684\u670d\u52a1\u4e0e\u5e94\u7528\u3002\u4f60\u7684\u91cd\u5fc3\u4f1a\u4ece\u4f20\u7edf\u6280\u672f\u8fd0\u4f5c\u8f6c\u5411\u521b\u65b0\uff0c\u901a\u8fc7 token \u4e3a\u4f01\u4e1a\u521b\u9020\u53ef\u8861\u91cf\u7684 outcomes \u4e0e\u4ef7\u503c\u3002<\/p>\n \u8d8b\u52bf\u4e0e\u6311\u6218<\/h3>\n \u968f\u7740\u5e02\u573a\u6f14\u8fdb\uff0c\u4f60\u4f1a\u9762\u4e34\u65b0\u7684\u8d8b\u52bf\u4e0e\u6311\u6218\u3002\u4f60\u4f1a\u770b\u5230\u53ef\u6301\u7eed\u6027\u6210\u4e3a\u4e00\u80a1\u5f3a\u52b2\u63a8\u52a8\u529b\u91cf\u3002token 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