Fix issue with .merge_models
seemingly skipping topic
#1898
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Adresses #1866
In some cases, when using
.merge_models
, it seemed that the added topics to a base model were assigned with an incorrect numbering. For instance, if the maximum topic of the base model was 5, the newly added topics would start at 7.This issue fixes that problem and additionally ignores outlier classes as it seems there is no benefit to combining them.
Lastly, this should also fix the topic embeddings being in the incorrect order.