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transformer's Introduction

TokiPona Transformer

TokiPonaを使用して個人でもLLMを学習可能にした(しようとした)Transformer

TokiPonaとは?

  • 人工言語のひとつ -言語全体の単語の数が120程しかないため、Transformerのone-hot encodingと相性が良い

アイデア

  • 英語でできたデータセットをTokiPonaに落とし込む
    • 翻訳モデルはHugging Faceからダウンロードされる
  • TokiPonaになったデータセットでLLMを学習
    • 単語数が翻訳によって圧縮される・文の多様性が制限されるので元のデータセットに比べて非常に学習が容易になる
  • 文を生成

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