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Few shot learning

Open Moeinh77 opened this issue 2 years ago • 1 comments
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Hi, thanks for the great software! I have a dataset of custom entities, and I want to use Zshot to detect these custom entities. how can I do the few-shot learning with your tool? also is there a way to have my own linker that searches my own data? would you mind giving me a code snippet for the few-shots? thanks!

Moeinh77 avatar Jul 21 '23 17:07 Moeinh77

Hello, thank you for your interest!

  • how can I do the few-shot learning with your tool? At the moment, we don't have any few-shot model available, so this is not possible yet. We are interested in this and will explore how to add it to the library.

  • also is there a way to have my own linker that searches my own data? Yes, that is possible. Here there is a collab notebook that explains how to create custom components. Check also https://ibm.github.io/zshot/#how-to-create-a-custom-component.

marmg avatar Jul 28 '23 10:07 marmg