Grok 模型的推理

格洛克模型支持“思考”模式,可让它们在提供最终答案之前执行分步推理。这对于需要透明逻辑的任务非常有用,例如数学证明、复杂的代码调试或多步智能体规划。

格洛克指南

  • 推理 token 计数在 reasoning_tokens 字段中输出,与 completion_tokens 分开。
  • 响应没有 reasoning_content 字段。所有响应文本都在 content 字段中输出。
  • 格洛克推理模型不支持 reasoning_effort

示例请求

curl -X POST \
-H "Authorization: Bearer $(gcloud auth print-access-token)" \
-H "Content-Type: application/json" \
https://aiplatform.googleapis.com/v1/projects/test-project/locations/global/endpoints/openapi/chat/completions -d '{
  "model": "xai/grok-4.1-fast-reasoning",
  "messages": [{
    "role": "user",
    "content": "Who are you?"
  }],
}'

示例响应:

{
  "choices": [
    {
      "finish_reason": "stop",
      "index": 0,
      "logprobs": null,
      "message": {
        "content": "I am Grok, an AI assistant built by xAI...",
        "role": "assistant"
      }
    }
  ],
  "created": 1775523905,
  "id": "knTMaJC0EJfM5OMP7I3xkAk",
  "model": "xai/grok-4.1-fast-reasoning",
  "object":"chat.completion",
  "system_fingerprint":"fp_39c5j0a324",
  "usage":{
    "completion_tokens":50,
    "completion_tokens_details":{
      "accepted_prediction_tokens":0,
      "audio_tokens":0,
      "reasoning_tokens":124,
      "rejected_prediction_tokens":0
    },
    "cost_in_usd_ticks":0,
    "num_sources_used":0,
    "prompt_tokens":663,
    "prompt_tokens_details":{"audio_tokens":0,"cached_tokens":654,"image_tokens":0,"text_tokens":663},
    "total_tokens":837
  }
}

后续步骤