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SEARLE models and GPT phrases

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@ABaldrati ABaldrati released this 17 Jul 14:27
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SEARLE

We release the following models:

  • SEARLE: textual inversion network based on the CLIP ViT-B/32 model
  • SEARLE-XL: textual inversion network based on the CLIP ViT-L/14 model

Generated GPT phrases

To perform both the optimization-based textual inversion and the training of the textual inversion network phi, we need to generate
a set of phrases for each concept in the dictionary.
Since the phrase-generation process can be time-consuming, we provide the pre-generated phrases used in our experiments. After downloading, unzip the file in the data/GPT_phrases folder so that the folder structure matches the following: data/GPT_phrases/GPTNeo27B/concept_to_phrases.pkl

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