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推理模型Reasoning Model

Reasoning Model

  • 模型能力Model capabilities
  • 第二站 · 上手Station 2 · Hands On
解决什么问题What problem it solves

回答前先在内部「想」一串步骤,复杂问题的正确率明显更高。Works through a chain of internal steps before answering, which markedly improves accuracy on hard problems.

这是什么What it is

先产生一段中间推理过程、再给结论的模型。典型代表是带 thinking / reasoning 档位的那种。

代价是速度更慢、输出更多 token。

A model that produces intermediate reasoning before its conclusion — typically one with a thinking or reasoning mode.

The cost is slower responses and more output tokens.

为什么需要知道Why it matters

选型时最该关注的一个属性。要写代码、算数、做规划,用推理模型;要快、成本低,用普通模型。The single most important attribute when choosing a model: reasoning models for coding, arithmetic and planning; ordinary models for speed and cost.

别名Chinese aliases

思考模型 · 带思考的模型

出处Sources
  • OpenAI 推理模型指南OpenAI Reasoning models guide ↗
  • Claude 思考机制Thinking – Claude Docs ↗