Model at each component #9995
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I have a very basic question regarding spaCy pipeline. I just want to know that for various components in the pipeline do we have different model for each component which can be trained separately from others? |
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Hi @sonynavdeep81 ! Each component has its own internal state, and it's possible to train them separately. However, some of these components require a Tok2Vec, meaning you can't just train them completely alone. You can see more from the training pipeline design, and in the general pipeline docs. |
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Thanks a lot!! |
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Hi @sonynavdeep81 !
Each component has its own internal state, and it's possible to train them separately. However, some of these components require a Tok2Vec, meaning you can't just train them completely alone. You can see more from the training pipeline design, and in the general pipeline docs.