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AlpacaDataReflect

An experiment to see if chatgpt can improve the output of the stanford alpaca dataset

Advantages

  • Very detailed
  • Sometimes more accurate
  • More creative story telling and poem writing

Limitations

  • Too verbose for tasks asking for limited information
  • Listing more items than required
  • Sometimes over-corrects original output
  • Sometimes mentions "here is updated version"

TODO:

  • Think of ways to improve outputs further (having chatgpt select output that follows instruction closely)
  • Train LORA / finetune