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Use for SFT

#3
by dgallitelli - opened

How would you use this dataset for SFT? Would you create ChatML style context/input/output triplets, or would you use a different approach?

mii-llm org

Hi. My approach would be to create a synthetic question from a given context (choosing a type, e.g., "true/false", "summary", "open-ended question", "multiple choice", etc.) and then, using a strong LLM, answer the question using the context. Then you have question-answer tuples, so you can train an LLM. You can also combine this approach with different ones:

  • use text as output and create a synthetic question & summary: ("Scrivi l'atto ... a partire dalla descrizione: [synthetic summary]", "[text]")
  • classification: ("Classifica l'atto ... fra: ...", "[field or subfield]")
    ...

Thanks, Edoardo ๐Ÿ˜„๏ธ

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