The node allows to select and load a spaCy model. It's possible to either select one of the official spaCy models or loading a model from file. Once the node is executed, the model is part of the workflow in order to allow for easy sharing of workflows. However, any model that is downloaded is also cached in the location specified in the Redfield NLP Nodes preference page to avoid downloading the same model more than once.
The official spaCy models follow a naming scheme that splits the name into multiple components separated by '_'.
en
). Multi-language models use the code xx
.core
is for general-purpose pipelines that support tagging, parsing, lemmatization and named entity recognition,
while the type dep
only supports tagging, parsing and lemmatization.sm
means small, md
medium and lg
large.
Besides the previously sizes there are also trf.sm
and trf
for transformer based models which tend to be large in general because they contain an entire deep learning model.Allows to read a model from a file system.
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