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MaartenGr avatar MaartenGr commented on June 18, 2024 2

No problem! It's actually already there 😉

n_gram_range: The n-gram range for the CountVectorizer.
Advised to keep high values between 1 and 3.
More would likely lead to memory issues.
NOTE: This param will not be used if you pass in your own
CountVectorizer.

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MaartenGr avatar MaartenGr commented on June 18, 2024

Thanks for sharing! This is actually not a bug but by design. The underlying idea is that users not familiar with the CountVectorizer can directly use the n_gram_range parameter. However, when using the vectorizer_model it should overwrite n_gram_range since you creating your own custom vectorizer model. Other parameters related to that should have no effect.

In other words, either you use the n_gram_range parameter directly from BERTopic or via vectorizer_model but never both.

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yuanjames avatar yuanjames commented on June 18, 2024

Okay, I see, that's good, thanks for your always instant reply, cool design, you may consider adding some notes in doc. Thanks again.

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