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[AI in AvnI] Rule generation with fine tuning #773

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Tracked by #1643
mahalakshme opened this issue Aug 13, 2024 · 0 comments
Open
Tracked by #1643

[AI in AvnI] Rule generation with fine tuning #773

mahalakshme opened this issue Aug 13, 2024 · 0 comments

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@mahalakshme
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mahalakshme commented Aug 13, 2024 •
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AC:

  • Generate form element rule with fine tuning on model
  • Evaluate the result using ROGUE
  • Use LoRA with quantization (or any other way to minimize the compute power needed)
  • Select an optimum model so that it is not too large or small to use optimum resources Eg: codeT5-small, distilbert/distilgpt2, huggingface/CodeBERTa-small-v1 and use a larger data set

Tech details:
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