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We found one dictionary with English definitions that includes the word pre-trained:
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General dictionaries General (1 matching dictionary)
  1. pre-trained: Merriam-Webster.com [home, info]

Quick definitions from Wiktionary (pre-trained)

adjective:  Alternative spelling of pretrained [(machine learning, of a model) Trained on a (usually large) dataset by someone else.]

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