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monatis avatar monatis commented on September 28, 2024

Hi @dingusagar, thanks for asking!

During the inference, we use SimilarityModel instance that is composed of an Encoder and an EncoderHead --not simply Encoder.
So if we choose to freeze Encoder then EncoderHead is still trainable to hopefully boost the performance as a part of our SimilarityModel.
Hope it helps.

from quaterion.

dingusagar avatar dingusagar commented on September 28, 2024

Okay got it. I think I missed to read about SimilartyModel class in the docs. Thanks for the reply.

from quaterion.

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