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AI学习笔记:Token经济学全景

  • 2026-05-19 13:31:13
AI学习笔记:Token经济学全景

AI学习笔记：Token经济学全景

Token 是 AI 理解和生成内容的最小单位，相当于 AI 世界里的“流量”和“电力”。用户输入的问题会被拆成 Token，经大模型处理后再生成输出内容。聊天、写作、翻译、代码、图片和视频生成都会消耗 Token，内容越长、任务越复杂，消耗越高。Token 也是 AI 产业的重要计量单位，背后连接芯片、算力、数据中心、大模型和应用生态。#ai #token #ai学习 AI学习笔记：AI产业链（五层蛋糕模型）AI学习笔记：AIGC和AGI是什么？区别和意义AI学习笔记：AI Agent与大语言模型关系

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《王文龙伤寒论精讲》学习笔记·第11期

索达吉堪布《入行论讲记》学习笔记141

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  2. 运行时间 : 0.132038s [ 吞吐率：7.57req/s ] 内存消耗：4,573.04kb 文件加载：140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=b7a0f2d91b6032e96939ad1033647f5b
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  1. CONNECT:[ UseTime:0.000497s ] mysql:host=127.0.0.1;port=3306;dbname=no_67808;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000553s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.003958s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.001728s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000804s ]
  6. SELECT * FROM `set` [ RunTime:0.000199s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000577s ]
  8. SELECT * FROM `article` WHERE `id` = 489663 LIMIT 1 [ RunTime:0.002013s ]
  9. UPDATE `article` SET `lasttime` = 1779168910 WHERE `id` = 489663 [ RunTime:0.001588s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000233s ]
  11. SELECT * FROM `article` WHERE `id` < 489663 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000857s ]
  12. SELECT * FROM `article` WHERE `id` > 489663 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001258s ]
  13. SELECT * FROM `article` WHERE `id` < 489663 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.016648s ]
  14. SELECT * FROM `article` WHERE `id` < 489663 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.009157s ]
  15. SELECT * FROM `article` WHERE `id` < 489663 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.012897s ]
0.133699s