Grok 模型的推理能力

Grok 模型支援「思考」模式,可逐步推論,然後提供最終答案。這項功能適用於需要透明邏輯的任務,例如數學證明、複雜的程式碼偵錯,或多步驟的代理程式規劃。

Grok 指引

  • 推論詞元數會輸出至 reasoning_tokens 欄位,並與 completion_tokens 分開。
  • 回覆不含 reasoning_content 欄位。所有回覆文字都會輸出至 content 欄位。
  • Grok 推理模型不支援 reasoning_effort

要求示例:

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?"
  }],
}'

回覆範例:

{
  "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
  }
}

後續步驟