\u5173\u952e\u8981\u70b9<\/strong><\/h2>\n

\n
• Token \u662f\u5e2e\u52a9 AI \u7406\u89e3\u548c\u751f\u6210\u8bed\u8a00\u7684\u57fa\u672c\u6570\u636e\u5355\u5143\u3002<\/li>\n
• \u5206\u8bcd\uff08Tokenization\uff09\u5c06\u8bed\u8a00\u62c6\u5206\u4e3a\u53ef\u7ba1\u7406\u7684\u7247\u6bb5\uff0c\u4ece\u800c\u63d0\u5347 AI \u7684\u5904\u7406\u80fd\u529b\u548c\u6548\u7387\u3002<\/li>\n
• \u5230 2026 \u5e74\uff0cAI \u670d\u52a1\u7684\u6210\u672c\u5c06\u53d6\u51b3\u4e8e\u5904\u7406\u7684 Token \u6570\u91cf\uff0c\u56e0\u6b64 Token \u7ba1\u7406\u81f3\u5173\u91cd\u8981\u3002<\/li>\n
• Token \u901a\u8fc7\u63d0\u4f9b\u5b89\u5168\u7684\u8ba4\u8bc1\u65b9\u5f0f\u5e76\u964d\u4f4e\u6570\u636e\u6cc4\u9732\u98ce\u9669\uff0c\u589e\u5f3a\u7f51\u7edc\u5b89\u5168\u3002<\/li>\n
• \u7406\u89e3 Token\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5728\u5feb\u901f\u6f14\u53d8\u7684\u6280\u672f\u73af\u5883\u4e2d\uff0c\u66f4\u597d\u5730\u4f7f\u7528 AI \u548c\u6570\u5b57\u5b89\u5168\u5de5\u5177\u3002<\/li>\n<\/ul>\n

  \u4ec0\u4e48\u662f Token\uff1f<\/strong><\/h2>\n

  Token \u5728\u8bed\u8a00\u548c\u6280\u672f\u4e2d\u7684\u542b\u4e49<\/h3>\n

  \u5f53\u4f60\u95ee\u201c\u4ec0\u4e48\u662f Token\uff1f\u201d\u65f6\uff0c\u4f1a\u53d1\u73b0\u7b54\u6848\u4f1a\u56e0\u9886\u57df\u800c\u5f02\u3002\u5728\u65e5\u5e38\u8bed\u8a00\u4e2d\uff0cToken \u662f\u4e00\u79cd\u7b26\u53f7\u6216\u4ee3\u8868\u5176\u4ed6\u4e8b\u7269\u7684\u5355\u4f4d\u3002\u5728\u8bed\u8a00\u5b66\u4e2d\uff0c\u4f60\u628a Token \u89c6\u4e3a\u6587\u672c\u7684\u57fa\u672c\u5355\u4f4d\uff0c\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u5355\u8bcd\u6216\u77ed\u8bed\u3002\u5728\u8ba1\u7b97\u673a\u79d1\u5b66\u4e2d\uff0cToken \u662f\u6587\u672c\u7684\u6700\u5c0f\u5355\u4f4d\uff0c\u5982\u7f16\u7a0b\u8bed\u8a00\u4e2d\u7684\u5173\u952e\u5b57\u3001\u8fd0\u7b97\u7b26\u6216\u6807\u8bc6\u7b26\u3002\u5728 AI \u9886\u57df\uff0cToken \u5219\u6210\u4e3a\u5e2e\u52a9\u7cfb\u7edf\u89e3\u91ca\u548c\u751f\u6210\u8bed\u8a00\u7684\u6784\u5efa\u5757\u3002<\/p>\n

  \u4e0b\u9762\u8fd9\u5f20\u8868\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7406\u89e3\u201c\u4ec0\u4e48\u662f Token\uff1f\u201d\u5728\u4e0d\u540c\u9886\u57df\u4e2d\u7684\u542b\u4e49\u662f\u5982\u4f55\u53d8\u5316\u7684\uff1a<\/p>\n

  \n\n\n\n<\/colgroup>\n\n\n\n\n\n\n

  \u573a\u666f<\/th>\n	\u5b9a\u4e49<\/th>\n<\/tr>\n
  \u901a\u7528<\/td>\n	\u8868\u793a\u5176\u4ed6\u4e8b\u7269\u7684\u6570\u636e\u5355\u5143\u6216\u7b26\u53f7\u3002<\/td>\n<\/tr>\n
  \u8bed\u8a00\u5b66<\/td>\n	\u6587\u672c\u4e2d\u7684\u72ec\u7acb\u5143\u7d20\uff08\u5982\u5355\u8bcd\u6216\u77ed\u8bed\uff09\u3002<\/td>\n<\/tr>\n
  \u8ba1\u7b97\u673a\u79d1\u5b66<\/td>\n	\u5728\u7f16\u7a0b\u8bed\u8a00\u4e2d\u7528\u4e8e\u8868\u793a\u5173\u952e\u5b57\u3001\u8fd0\u7b97\u7b26\u6216\u6807\u8bc6\u7b26\u3002<\/td>\n<\/tr>\n
  AI<\/td>\n	\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u88ab\u5904\u7406\u7684\u6570\u636e\u5355\u5143\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u8fdb\u884c\u9884\u6d4b\u3001\u751f\u6210\u548c\u63a8\u7406\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u4f1a\u901a\u8fc7\u5206\u8bcd\u5c06\u8bed\u8a00\u62c6\u89e3\u4e3a\u8fd9\u4e9b\u66f4\u5c0f\u7684\u7247\u6bb5\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u81f3\u5173\u91cd\u8981\u3002\u5f53\u4f60\u9605\u8bfb\u4e00\u53e5\u8bdd\u65f6\uff0c\u5927\u8111\u770b\u5230\u7684\u662f\u4e00\u4e2a\u4e2a\u5355\u8bcd\uff1b\u800c\u5f53\u8ba1\u7b97\u673a\u8bfb\u53d6\u540c\u4e00\u53e5\u8bdd\u65f6\uff0c\u5b83\u4f1a\u4f7f\u7528\u5206\u8bcd\u5c06\u5176\u5207\u5206\u4e3a\u81ea\u5df1\u80fd\u7406\u89e3\u7684 Token\u3002<\/p>\n AI \u548c\u8ba1\u7b97\u4e2d\u7684 Token<\/h3>\n \u5728 AI \u548c\u8ba1\u7b97\u9886\u57df\uff0c\u4f60\u9700\u8981\u4f9d\u8d56 Token \u6765\u5904\u7406\u4fe1\u606f\u3002Token \u662f AI \u6a21\u578b\u7528\u6765\u5b66\u4e60\u3001\u9884\u6d4b\u548c\u54cd\u5e94\u7684\u6700\u5c0f\u5355\u4f4d\u3002\u5728\u8bad\u7ec3\u9636\u6bb5\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4f1a\u4ece\u6570\u5341\u4ebf\u751a\u81f3\u6570\u4e07\u4ebf\u4e2a Token \u4e2d\u5b66\u4e60\u3002\u6bcf\u4e00\u4e2a Token \u90fd\u5e2e\u52a9\u6a21\u578b\u7406\u89e3\u8bed\u8a00\u6a21\u5f0f\u5e76\u63d0\u5347\u51c6\u786e\u6027\u3002\u5f53\u4f60\u4e0e AI \u4ea4\u4e92\u65f6\uff0c\u7cfb\u7edf\u4f1a\u5148\u5c06\u4f60\u7684\u8f93\u5165\u8f6c\u6362\u4e3a Token\uff0c\u5904\u7406\u540e\u518d\u751f\u6210\u54cd\u5e94\u3002<\/p>\n \u4f60\u53ef\u4ee5\u628a Token \u770b\u4f5c\u652f\u6491 NLP \u7684\u57fa\u672c\u6587\u672c\u5355\u4f4d\u3002\u5982\u679c\u6ca1\u6709 Token\uff0cAI \u6a21\u578b\u5c31\u65e0\u6cd5\u59a5\u5584\u5904\u7406\u8bed\u8a00\u3002\u5206\u8bcd\u80fd\u591f\u5e2e\u52a9\u8fd9\u4e9b\u7cfb\u7edf\u7ba1\u7406\u590d\u6742\u7684\u8bed\u8a00\u7ed3\u6784\uff0c\u5305\u62ec\u751f\u50fb\u8bcd\u548c\u591a\u8bed\u8a00\u6587\u672c\uff0c\u4ece\u800c\u8ba9 AI \u66f4\u5177\u9002\u5e94\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n \u4ee5\u4e0b\u662f\u5173\u4e8e Token \u5728 AI \u548c\u8ba1\u7b97\u4e2d\u5982\u4f55\u5de5\u4f5c\u7684\u51e0\u4e2a\u5173\u952e\u70b9\uff1a<\/p>\n \n Token \u662f AI \u6a21\u578b\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u9636\u6bb5\u4f7f\u7528\u7684\u57fa\u7840\u5355\u4f4d\u3002<\/li>\n \u5206\u8bcd\u662f NLP \u7684\u6838\u5fc3\u6b65\u9aa4\uff0c\u5c06\u8bed\u8a00\u62c6\u5206\u6210\u4fbf\u4e8e\u5904\u7406\u7684\u7247\u6bb5\u3002<\/li>\n Token \u5904\u7406\u7684\u6548\u7387\u4f1a\u5f71\u54cd AI \u7cfb\u7edf\u7684\u901f\u5ea6\u548c\u6210\u672c\u3002<\/li>\n AI Token \u5e2e\u52a9\u6a21\u578b\u5b66\u4e60\u5173\u7cfb\u3001\u8fdb\u884c\u9884\u6d4b\u5e76\u5bf9\u6570\u636e\u8fdb\u884c\u63a8\u7406\u3002<\/li>\n \u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u4f1a\u5c06\u4f60\u7684\u8f93\u5165\u8f6c\u6362\u4e3a Token\uff0c\u5e76\u4ee5\u9884\u671f\u683c\u5f0f\u751f\u6210\u8f93\u51fa\u3002<\/li>\n<\/ul>\n \u4f60\u8fd8\u4f1a\u5728\u65e5\u5e38\u4f7f\u7528\u7684\u8bbe\u5907\u4e2d\u770b\u5230 Token \u7684\u5f71\u54cd\u3002\u4f8b\u5982\uff0cAI Chromebook \u548c\u79fb\u52a8\u8bbe\u5907\u73b0\u5728\u53ef\u4ee5\u9ad8\u6548\u5904\u7406 AI \u5de5\u4f5c\u8d1f\u8f7d\u3002\u8fd9\u4e9b\u8bbe\u5907\u901a\u8fc7\u57fa\u4e8e Token \u7684\u5904\u7406\u65b9\u5f0f\uff0c\u5c06\u5148\u8fdb\u7684 AI \u6280\u672f\u5e26\u5230\u5b66\u6821\u548c\u4e2d\u5c0f\u4f01\u4e1a\u3002<\/p>\n \u4e3a\u4ec0\u4e48 Token \u5728\u5f53\u4e0b\u5982\u6b64\u91cd\u8981<\/h3>\n \u4f60\u53ef\u80fd\u4f1a\u597d\u5947\uff0c\u4e3a\u4ec0\u4e48 Token \u5728 2026 \u5e74\u5982\u6b64\u91cd\u8981\u3002\u7b54\u6848\u5728\u4e8e\u5b83\u4eec\u5982\u4f55\u5851\u9020\u4f60\u4e0e AI \u548c\u6280\u672f\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002Token \u4e0d\u53ea\u662f\u6280\u672f\u7ec6\u8282\uff0c\u5b83\u4eec\u4f1a\u5f71\u54cd\u6210\u672c\u3001\u6027\u80fd\uff0c\u751a\u81f3\u5f71\u54cd\u4f60\u4f7f\u7528\u6570\u5b57\u5de5\u5177\u7684\u65b9\u5f0f\u3002<\/p>\n \u4e0b\u9762\u8fd9\u5f20\u8868\u5c55\u793a\u4e86 Token \u5bf9 AI \u7cfb\u7edf\u4e3a\u4f55\u5982\u6b64\u5173\u952e\uff1a<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n \u65b9\u9762<\/th>\n \u8bf4\u660e<\/th>\n<\/tr>\n \u6210\u672c<\/td>\n Token \u662f AI \u7cfb\u7edf\u8ba1\u8d39\u5355\u4f4d\uff0c\u8f93\u5165\u548c\u8f93\u51fa\u7684 Token \u6570\u91cf\u4f1a\u76f4\u63a5\u5f71\u54cd\u4ef7\u683c\u3002<\/td>\n<\/tr>\n \u65f6\u5ef6<\/td>\n \u751f\u6210\u6240\u9700\u65f6\u95f4\u4f1a\u968f\u8f93\u51fa Token \u6570\u91cf\u589e\u957f\uff0c\u4ece\u800c\u5f71\u54cd\u6027\u80fd\u3002<\/td>\n<\/tr>\n \u4e0a\u4e0b\u6587\u7a97\u53e3<\/td>\n \u6a21\u578b\u80fd\u5904\u7406\u7684 Token \u6709\u6700\u5927\u4e0a\u9650\uff0c\u8fd9\u4f1a\u5f71\u54cd\u80fd\u540c\u65f6\u4f7f\u7528\u591a\u5c11\u4fe1\u606f\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u4f60\u4e3a AI \u670d\u52a1\u4ed8\u8d39\uff0c\u662f\u6309\u4f60\u4f7f\u7528\u7684 Token \u6570\u91cf\u6765\u8ba1\u7b97\u7684\u3002\u5904\u7406\u7684 Token \u8d8a\u591a\uff0c\u6210\u672c\u5c31\u8d8a\u9ad8\u3002Token \u4e0a\u9650\u4e5f\u51b3\u5b9a\u4e86 AI \u4e00\u6b21\u80fd\u5904\u7406\u591a\u5c11\u4fe1\u606f\u3002\u5982\u679c\u8d85\u51fa\u4e86 Token \u9650\u5236\uff0c\u6a21\u578b\u5c31\u65e0\u6cd5\u5b8c\u6574\u5904\u7406\u4f60\u7684\u6240\u6709\u6570\u636e\u3002<\/p>\n Token \u8fd8\u5e2e\u52a9\u5f25\u5408\u81ea\u7136\u8bed\u8a00\u4e0e\u673a\u5668\u7406\u89e3\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002\u5206\u8bcd\u4f1a\u5c06\u4f60\u7684\u6587\u5b57\u8f6c\u6362\u6210 AI \u6a21\u578b\u53ef\u4ee5\u5904\u7406\u7684\u6570\u5b57 ID\u3002\u8fd9\u4e00\u6b65\u5bf9\u4e8e\u6a21\u578b\u517c\u5bb9\u6027\u548c\u6548\u7387\u81f3\u5173\u91cd\u8981\u3002\u6bd4\u5982\u5b57\u8282\u5bf9\u7f16\u7801\uff08BPE\uff09\u7b49\u6280\u672f\uff0c\u901a\u8fc7\u628a\u751f\u50fb\u8bcd\u62c6\u89e3\u4e3a\u53ef\u8bc6\u522b\u7684\u5b50\u8bcd\uff0c\u5e2e\u52a9\u5c3d\u91cf\u4fdd\u7559\u539f\u610f\u3002<\/p>\n \u5728\u65e5\u76ca\u589e\u957f\u7684 AI \u9700\u6c42\u4e2d\uff0c\u4f60\u968f\u5904\u53ef\u89c1 Token \u7684\u91cd\u8981\u6027\u3002\u5230 2026 \u5e74\uff0c\u8bb8\u591a\u7ec4\u7ec7\u6bcf\u5929\u90fd\u5728\u5904\u7406\u6570\u5341\u4ebf\u4e2a Token\u3002\u8c03\u67e5\u663e\u793a\uff0c\u8d85\u8fc7 60% \u7684\u7528\u6237\u9884\u8ba1\u5230 2028 \u5e74\u5c06\u9700\u8981\u5904\u7406\u8d85\u8fc7 100 \u4ebf\u4e2a Token\u3002\u8fd9\u4e00\u8d8b\u52bf\u51f8\u663e\u4e86 Token \u4f7f\u7528\u5728\u73b0\u4ee3\u6280\u672f\u4e2d\u7684\u6838\u5fc3\u5730\u4f4d\u3002<\/p>\n \u5f53\u4f60\u771f\u6b63\u5f04\u6e05\u695a\u201c\u4ec0\u4e48\u662f Token\uff1f\u201d\u65f6\uff0c\u5c31\u80fd\u66f4\u6df1\u5165\u5730\u7406\u89e3 AI\u3001NLP \u548c\u8ba1\u7b97\u7cfb\u7edf\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\u3002Token \u662f\u4eba\u7c7b\u8bed\u8a00\u4e0e\u673a\u5668\u667a\u80fd\u4e4b\u95f4\u7684\u7ebd\u5e26\uff0c\u5b83\u4eec\u51b3\u5b9a\u4f60\u5982\u4f55\u4e0e\u6280\u672f\u4ea4\u4e92\u3001\u9650\u5b9a AI \u80fd\u505a\u4ec0\u4e48\uff0c\u4ee5\u53ca\u5f71\u54cd\u6570\u5b57\u670d\u52a1\u7684\u6210\u672c\u548c\u901f\u5ea6\u3002<\/p>\n \u5206\u8bcd\u4e0e Token \u7684\u5de5\u4f5c\u539f\u7406<\/strong><\/h2>\n \u5206\u8bcd\u8fc7\u7a0b\u8be6\u89e3<\/h3>\n \u4f60\u4f1a\u901a\u8fc7\u5206\u8bcd\uff0c\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a AI \u548c\u8ba1\u7b97\u673a\u80fd\u591f\u7406\u89e3\u7684 Token\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u628a\u8bed\u8a00\u6216\u4fe1\u606f\u62c6\u89e3\u6210\u66f4\u5c0f\u3001\u66f4\u6613\u7ba1\u7406\u7684\u90e8\u5206\u3002\u5176\u57fa\u672c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n \n \u6587\u672c\u62c6\u5206\uff1a\u9996\u5148\uff0c\u4f60\u4f1a\u628a\u539f\u59cb\u6587\u672c\u62c6\u5206\u6210\u66f4\u5c0f\u7684\u5355\u5143\uff0c\u5373 Token\u3002<\/li>\n Token \u7c7b\u578b\uff1a\u6839\u636e\u4f60\u91c7\u7528\u7684\u5206\u8bcd\u6280\u672f\uff0c\u8fd9\u4e9b Token \u53ef\u4ee5\u662f\u5b8c\u6574\u5355\u8bcd\u3001\u5b50\u8bcd\uff0c\u751a\u81f3\u662f\u5355\u4e2a\u5b57\u7b26\u3002<\/li>\n \u6570\u503c\u5316\uff1a\u5206\u8bcd\u4e4b\u540e\uff0c\u4f60\u4f1a\u628a\u8fd9\u4e9b Token \u8f6c\u6362\u4e3a\u6570\u5b57 ID\u3002<\/li>\n \u5411\u91cf\u8868\u793a\uff1a\u6700\u540e\uff0c\u4f60\u4f1a\u5c06\u8fd9\u4e9b ID \u8f6c\u6362\u4e3a\u5411\u91cf\uff0c\u5373 AI \u80fd\u591f\u7406\u89e3\u5176\u542b\u4e49\u548c\u4e0a\u4e0b\u6587\u7684\u6570\u5b66\u8868\u793a\u5f62\u5f0f\u3002<\/li>\n<\/ol>\n \u5206\u8bcd\u6280\u672f\u8fd8\u80fd\u5728\u63d0\u5347\u6570\u636e\u5904\u7406\u6548\u7387\u7684\u540c\u65f6\uff0c\u4fdd\u62a4\u654f\u611f\u4fe1\u606f\u5e76\u52a0\u5feb\u4ea4\u6613\u3002\u5f53\u4f60\u4f7f\u7528\u6570\u636e Token \u5316\u6280\u672f\u65f6\uff0c\u4f1a\u7528\u968f\u673a\u751f\u6210\u7684 Token \u66ff\u6362\u654f\u611f\u6570\u636e\uff0c\u4ece\u800c\u63d0\u5347\u5b89\u5168\u6027\uff0c\u5e2e\u52a9\u4f60\u9075\u5b88\u9690\u79c1\u4e0e\u5408\u89c4\u8981\u6c42\u3002<\/p>\n Token \u7684\u7c7b\u578b<\/h3>\n \u5728 AI\u3001\u8ba1\u7b97\u548c\u5b89\u5168\u9886\u57df\uff0c\u4f60\u4f1a\u9047\u5230\u591a\u79cd\u4e0d\u540c\u7c7b\u578b\u7684 Token\uff0c\u6bcf\u4e00\u79cd\u90fd\u6709\u5176\u7528\u9014\u3002\u4e0b\u9762\u8fd9\u5f20\u8868\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7406\u89e3\u4e3b\u8981\u7c7b\u578b\uff1a<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n Token \u7c7b\u578b<\/th>\n \u8bf4\u660e<\/th>\n<\/tr>\n \u8bcd\u7ea7 Token<\/td>\n \u8868\u793a\u5355\u4e2a\u5355\u8bcd\uff0c\u5e38\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u60c5\u611f\u5206\u6790\u3002<\/td>\n<\/tr>\n \u5b57\u7b26\u7ea7 Token<\/td>\n \u8868\u793a\u5355\u4e2a\u5b57\u7b26\uff0c\u5bf9\u624b\u5199\u8bc6\u522b\u548c\u8bed\u97f3\u8bc6\u522b\u7b49\u4efb\u52a1\u5f88\u6709\u5e2e\u52a9\u3002<\/td>\n<\/tr>\n \u5b50\u8bcd\u5206\u8bcd<\/td>\n \u5c06\u5355\u8bcd\u62c6\u5206\u4e3a\u66f4\u5c0f\u7684\u7247\u6bb5\uff0c\u7528\u4e8e\u5904\u7406\u751f\u50fb\u8bcd\u6216\u672a\u77e5\u8bcd\uff0c\u5728 GPT\u3001BERT \u7b49\u6a21\u578b\u4e2d\u88ab\u5e7f\u6cdb\u91c7\u7528\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u5206\u8bcd\u6280\u672f\u8fd8\u5305\u62ec\u7528\u4e8e\u5b89\u5168\u7684\u6570\u636e Token \u5316\uff0c\u5b83\u53ef\u4ee5\u5728\u5904\u7406\u8fc7\u7a0b\u4e2d\u4fdd\u62a4\u4f60\u7684\u654f\u611f\u6570\u636e\u3002\u4f60\u4e5f\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u6311\u6218\uff0c\u6bd4\u5982\u5982\u4f55\u5904\u7406\u751f\u50fb\u8bcd\u3001\u51cf\u5c11\u504f\u5dee\u4ee5\u53ca\u63a7\u5236\u9ad8\u6602\u7684\u8ba1\u7b97\u6210\u672c\u3002\u591a\u8bed\u8a00\u5206\u8bcd\u540c\u6837\u5177\u6709\u96be\u5ea6\uff0c\u56e0\u4e3a\u4e0d\u540c\u8bed\u8a00\u6709\u7740\u5b8c\u5168\u4e0d\u540c\u7684\u7ed3\u6784\u3002<\/p>\n \u8ba4\u8bc1 Token \u4e0e\u5b89\u5168<\/h3>\n \u8ba4\u8bc1 Token \u5728\u6570\u5b57\u5b89\u5168\u4e2d\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u8ba4\u8bc1 Token \u767b\u5f55\u7cfb\u7edf\uff0c\u800c\u65e0\u9700\u6bcf\u6b21\u90fd\u53d1\u9001\u5bc6\u7801\uff0c\u8fd9\u53ef\u4ee5\u964d\u4f4e\u5bc6\u7801\u88ab\u7a83\u53d6\u7684\u98ce\u9669\u3002\u8ba4\u8bc1 Token \u8fd8\u80fd\u53ea\u6388\u4e88\u4f60\u6240\u9700\u8d44\u6e90\u7684\u8bbf\u95ee\u6743\u9650\uff0c\u8fd9\u88ab\u79f0\u4e3a\u8bbf\u95ee\u63a7\u5236 Token\u3002\u4e34\u65f6\u8ba4\u8bc1 Token \u53ef\u4ee5\u8bbe\u7f6e\u8fc7\u671f\u65f6\u95f4\u6216\u88ab\u64a4\u9500\uff0c\u4ece\u800c\u8ba9\u653b\u51fb\u8005\u66f4\u96be\u4ee5\u5229\u7528\u3002<\/p>\n Bearer Token\u3001JSON Web Token\u3001API Key\u3001\u786c\u4ef6 Token\u3001\u8f6f\u4ef6 Token \u7b49\u5b89\u5168 Token\uff0c\u5728\u4f01\u4e1a\u7cfb\u7edf\u4e2d\u975e\u5e38\u5e38\u89c1\u3002\u57fa\u4e8e Token \u7684\u8ba4\u8bc1\u548c\u591a\u56e0\u7d20\u8ba4\u8bc1\uff0c\u6709\u52a9\u4e8e\u4fdd\u62a4\u4f60\u7684\u8d26\u6237\u5b89\u5168\u30022024 \u5e74\uff0c\u6709 65% \u7684\u5b89\u5168\u6f0f\u6d1e\u6765\u81ea\u5916\u90e8\u653b\u51fb\u8005\uff0c\u5176\u4e2d 68% \u4e0e\u4eba\u4e3a\u9519\u8bef\u6709\u5173\u3002\u79d1\u6280\u884c\u4e1a\u5bf9\u591a\u56e0\u7d20\u8ba4\u8bc1 Token \u7684\u91c7\u7528\u7387\u5df2\u8fbe\u5230 88%\uff0c\u8fd9\u5927\u5927\u63d0\u9ad8\u4e86\u653b\u51fb\u8005\u7a83\u53d6\u4f60\u4fe1\u606f\u7684\u96be\u5ea6\u3002<\/p>\n \u5206\u8bcd\u4e0e\u8ba4\u8bc1 Token \u5e2e\u52a9\u4f60\u5728 2026 \u5e74\u4fdd\u62a4\u6570\u636e\u3001\u63d0\u5347\u6548\u7387\uff0c\u5e76\u6ee1\u8db3\u5b89\u5168\u6807\u51c6\u3002<\/p>\n 2026 \u5e74\u7684 Token<\/strong><\/h2>\n \u5bf9 AI \u548c\u673a\u5668\u5b66\u4e60\u7684\u5f71\u54cd<\/h3>\n \u5230 2026 \u5e74\uff0c\u4f60\u4f1a\u770b\u5230 Token \u5728 AI \u548c\u673a\u5668\u5b66\u4e60\u4e2d\u626e\u6f14\u66f4\u91cd\u8981\u7684\u89d2\u8272\u3002\u5206\u8bcd\u5c06\u4e0d\u518d\u5c40\u9650\u4e8e\u7b80\u5355\u7684\u9884\u6d4b\u4efb\u52a1\uff0c\u4f60\u4f1a\u6ce8\u610f\u5230\u66f4\u5148\u8fdb\u7684\u6a21\u578b\u67b6\u6784\u53ef\u4ee5\u652f\u6301\u66f4\u52a0\u590d\u6742\u7684\u4ea4\u4e92\u3002\u8fd9\u4e9b\u6a21\u578b\u4e0d\u4ec5\u80fd\u5904\u7406\u6587\u672c\uff0c\u8fd8\u80fd\u5904\u7406\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u3002\u4f60\u4f1a\u770b\u5230 AI \u4ece\u968f\u673a\u6587\u672c\u751f\u6210\u9010\u6e10\u8f6c\u5411\u66f4\u52a0\u53ef\u9760\u7684\u4efb\u52a1\u6267\u884c\uff0c\u8fd9\u5f97\u76ca\u4e8e\u65b0\u7684\u8bad\u7ec3\u65b9\u6cd5\u548c\u66f4\u667a\u80fd\u7684\u6a21\u578b\u8bbe\u8ba1\u3002\u968f\u7740 AI \u6210\u4e3a\u4e92\u8054\u7f51\u201c\u884c\u52a8\u5c42\u201d\u7684\u4e00\u90e8\u5206\uff0cToken \u4f1a\u5e2e\u52a9\u8fde\u63a5\u8bed\u8a00\u3001\u52a8\u4f5c\u4e0e\u63a8\u7406\u3002\u4f60\u4f1a\u4f7f\u7528\u5206\u8bcd\u6765\u9a71\u52a8 GPT-5\u3001Claude 4\u3001Llama 4\u3001Grok 4\u3001Mistral AI \u7b49\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u4f9d\u8d56 Token \u6765\u5904\u7406\u8bed\u8a00\u3001\u81ea\u52a8\u5316\u4efb\u52a1\u5e76\u63d0\u5347 NLP \u80fd\u529b\u3002<\/p>\n \n \u5206\u8bcd\u5c06\u652f\u6301\u591a\u6a21\u6001\u5904\u7406\u548c\u66f4\u5f3a\u7684\u63a8\u7406\u80fd\u529b\u3002<\/li>\n \u4f60\u4f1a\u5728\u8d8a\u6765\u8d8a\u591a\u7684 AI \u4efb\u52a1\u4e2d\u770b\u5230\u66f4\u52a0\u53ef\u9884\u6d4b\u3001\u53ef\u91cd\u590d\u7684\u7ed3\u679c\u3002<\/li>\n Token \u5c06\u5e2e\u52a9 AI \u6a21\u578b\u66f4\u597d\u5730\u4e0e\u771f\u5b9e\u4e16\u754c\u8fdb\u884c\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n \u8ba1\u7b97\u6027\u80fd\u4e0e\u6210\u672c<\/h3>\n \u5230 2026 \u5e74\uff0c\u4f60\u4f1a\u901a\u8fc7 Token \u6765\u8861\u91cf\u8ba1\u7b97\u6027\u80fd\u4e0e\u6210\u672c\u3002\u57fa\u4e8e Token \u7684\u8ba1\u8d39\u5c06\u6210\u4e3a AI \u670d\u52a1\u7684\u4e3b\u6d41\u6a21\u5f0f\uff0c\u4f60\u4e3a\u5904\u7406\u7684 Token \u6570\u91cf\u4ed8\u8d39\uff0c\u8fd9\u4e0e\u8d44\u6e90\u4f7f\u7528\u91cf\u76f4\u63a5\u6302\u94a9\u3002\u8861\u91cf\u6807\u51c6\u4f1a\u4ece FLOPS \u8f6c\u5411\u201c\u6bcf\u7f8e\u5143\u6bcf\u79d2\u53ef\u5904\u7406\u7684 Token \u6570\u201d\uff08TPS\/$\uff09\uff0c\u8fd9\u6709\u52a9\u4e8e\u4f60\u66f4\u5173\u6ce8\u6210\u672c\u6548\u7387\u3002\u5bf9\u4e8e\u9ad8\u8d1f\u8f7d\u573a\u666f\uff0c\u81ea\u5efa\u672c\u5730\u57fa\u7840\u8bbe\u65bd\u53ef\u4ee5\u66f4\u7701\u94b1\uff0c\u901a\u5e38\u5728\u56db\u4e2a\u6708\u4ee5\u5185\u5373\u53ef\u8fbe\u5230\u6210\u672c\u6301\u5e73\u70b9\uff0c\u76f8\u6bd4\u4e91\u670d\u52a1\uff0c\u6bcf\u767e\u4e07 Token \u7684\u6210\u672c\u53ef\u4ee5\u964d\u4f4e\u591a\u8fbe 18 \u500d\u3002\u968f\u7740\u6a21\u578b\u89c4\u6a21\u4e0d\u65ad\u6269\u5927\uff0c\u4f60\u4f1a\u770b\u5230\u5355\u7eaf\u589e\u52a0\u6570\u636e\u6216\u53c2\u6570\u5e26\u6765\u7684\u6536\u76ca\u9010\u6e10\u9012\u51cf\uff0c\u66f4\u667a\u80fd\u7684\u6269\u5c55\u65b9\u6cd5\uff08\u5982\u4e13\u5bb6\u6df7\u5408\u6a21\u578b Mixture of Experts \u548c\u66f4\u4f18\u7684\u6570\u636e\u7b5b\u9009\uff09\u5c06\u53d8\u5f97\u6108\u53d1\u91cd\u8981\u3002<\/p>\n \n\n\n\n<\/colgroup>\n\n\n\n\n\n \u6307\u6807<\/th>\n \u8bf4\u660e<\/th>\n<\/tr>\n \u6bcf\u74e6 Token \u6570<\/td>\n \u8861\u91cf\u6bcf\u6d88\u8017\u4e00\u74e6\u529f\u7387\u53ef\u4ee5\u5904\u7406\u591a\u5c11 Token\u3002<\/td>\n<\/tr>\n \u7535\u6e90\u4f7f\u7528\u6548\u7387<\/td>\n \u663e\u793a\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u7684\u6574\u4f53\u6548\u7387\u3002<\/td>\n<\/tr>\n \u6bcf\u74e6 FLOPS<\/td>\n \u544a\u8bc9\u4f60\u6bcf\u6d88\u8017\u4e00\u74e6\u529f\u7387\u53ef\u4ee5\u6267\u884c\u591a\u5c11\u6d6e\u70b9\u8fd0\u7b97\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n \u7528\u6237\u4f53\u9a8c\u4e0e\u5b89\u5168<\/h3>\n \u7531\u4e8e\u5206\u8bcd\u548c\u5404\u7c7b Token \u7684\u5e94\u7528\uff0c\u4f60\u4f1a\u5728\u7528\u6237\u4f53\u9a8c\u548c\u5b89\u5168\u6027\u4e0a\u611f\u53d7\u5230\u5de8\u5927\u63d0\u5347\u30022023 \u5e74\uff0c\u5fae\u8f6f\u68c0\u6d4b\u5230\u8d85\u8fc7 147,000 \u8d77 Token \u91cd\u653e\u653b\u51fb\uff0c\u8fd9\u8868\u660e\u7f51\u7edc\u5b89\u5168\u5a01\u80c1\u6b63\u5728\u8fc5\u901f\u4e0a\u5347\u3002\u653b\u51fb\u8005\u4f1a\u5229\u7528\u88ab\u76d7\u7684 Token \u5192\u5145\u771f\u5b9e\u7528\u6237\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u7f29\u77ed Token \u7684\u6709\u6548\u671f\u5e76\u76d1\u63a7\u5f02\u5e38 Token \u4f7f\u7528\u884c\u4e3a\u6765\u4fdd\u62a4\u81ea\u5df1\u3002\u5206\u8bcd\u548c Token \u4e5f\u4f1a\u8ba9\u8ba4\u8bc1\u8fc7\u7a0b\u66f4\u52a0\u4fbf\u6377\u548c\u5b89\u5168\u3002\u65e0\u5bc6\u7801\u8ba4\u8bc1\u5e02\u573a\u5c06\u5feb\u901f\u589e\u957f\uff0c\u9884\u8ba1\u5230 2030 \u5e74\u89c4\u6a21\u5c06\u8fbe\u5230 356 \u4ebf\u7f8e\u5143\uff0c\u4f60\u770b\u5230\u7684\u767b\u5f55\u6469\u64e6\u4f1a\u964d\u4f4e\u591a\u8fbe 48%\uff0c\u4ece\u800c\u83b7\u5f97\u66f4\u987a\u7545\u3001\u66f4\u5b89\u5168\u7684\u4f53\u9a8c\u3002\u5230 2030 \u5e74\uff0c\u66f4\u5feb\u66f4\u5b89\u5168\u7684\u8ba4\u8bc1\u65b9\u5f0f\u9884\u8ba1\u5c06\u5e26\u6765\u7ea6 87 \u4ebf\u7f8e\u5143\u7684\u9644\u52a0\u4ef7\u503c\u3002\u4f60\u8fd8\u4f1a\u5728\u5e94\u7528\u4e2d\u770b\u5230\u66f4\u4e00\u81f4\u7684\u8bbe\u8ba1\u3001\u66f4\u8f7b\u677e\u7684\u4e3b\u9898\u5207\u6362\u4ee5\u53ca\u66f4\u597d\u7684 NLP \u4f53\u9a8c\u3002\u5206\u8bcd\u548c Token \u5c06\u5e2e\u52a9\u5927\u578b\u7ec4\u7ec7\u5728\u4f17\u591a\u4ea7\u54c1\u4e2d\u7edf\u4e00\u8bbe\u8ba1\u548c\u5b89\u5168\u6807\u51c6\u3002<\/p>\n \n \u5206\u8bcd\u548c Token \u5c06\u964d\u4f4e\u7f51\u7edc\u9493\u9c7c\u98ce\u9669\u5e76\u589e\u5f3a\u7f51\u7edc\u5b89\u5168\u3002<\/li>\n \u4f60\u53ef\u4ee5\u4eab\u53d7\u5230\u66f4\u5feb\u901f\u3001\u66f4\u5b89\u5168\u7684\u8ba4\u8bc1\u4f53\u9a8c\u3002<\/li>\n Token \u5c06\u652f\u6301\u8de8\u5e73\u53f0\u7684\u4e00\u81f4\u6027\u548c\u66f4\u51fa\u8272\u7684 NLP \u80fd\u529b\u3002<\/li>\n<\/ul>\n \n <\/div>\n<\/div>\n \u4f60\u53ef\u4ee5\u770b\u5230\uff0c\u5728 2026 \u5e74\uff0cToken \u6b63\u5728\u6df1\u523b\u6539\u53d8\u4f60\u4e0e 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