基礎モデルのチューニングのためのデータフォーマット

JSONの例

次の例は、分類タスクのラベル付きプロンプトを含むトレーニングデータファイルからの抜粋をJSON形式で示しています。

[
  {
    "input":"Message: When I try to log in, I get an error.",
    "output":"Class name: Problem"
  },
  {
  "input":"Message: Where can I find the plan prices?",
  "output":"Class name: Question"
  },
  {
    "input":"Message: What is the difference between trial and paygo?",
    "output":"Class name: Question"
  },
  {
    "input":"Message: The registration page crashed, and now I can't create a new account.",
    "output":"Class name: Problem"
  },
  {
    "input":"Message: What regions are supported?",
    "output":"Class name: Question"
  },
  {
    "input":"Message: I can't remember my password.",
    "output":"Class name: Problem"
  },
  {
    "input":"Message: I'm having trouble registering for a new account.",
    "output":"Classname: Problem"
  },
  {
    "input":"Message: A teammate shared a service instance with me, but I can't access it. What's wrong?",
    "output":"Class name: Problem"
  },
  {
    "input":"Message: What extra privileges does an administrator have?",
    "output":"Class name: Question"
  },
  {
    "input":"Message: Can I create a service instance for data in a language other than English?",
    "output":"Class name: Question"
  }
]

JSONLの例

次の例は、JSONL形式の分類タスクのラベル付きプロンプトを含むトレーニングデータファイルからの抜粋です。

{"input":"Message: When I try to log in, I get an error.","output":"Class name: Problem"}
{"input":"Message: Where can I find the plan prices?","output":"Class name: Question"}
{"input":"Message: What is the difference between trial and paygo?","output":"Class name: Question"}
{"input":"Message: The registration page crashed, and now I can't create a new account.","output":"Class name: Problem"}
{"input":"Message: What regions are supported?","output":"Class name: Question"}
{"input":"Message: I can't remember my password.","output":"Class name: Problem"}
{"input":"Message: I'm having trouble registering for a new account.","output":"Classname: Problem"}
{"input":"Message: A teammate shared a service instance with me, but I can't access it. What's wrong?","output":"Class name: Problem"}
{"input":"Message: What extra privileges does an administrator have?","output":"Class name: Question"}
{"input":"Message: Can I create a service instance for data in a language other than English?","output":"Class name: Question"}

表形式データの例

次の表は、分類タスクのためのラベル付きプロンプトを含むトレーニングデータがどのように構成されているかを示している。