Are their any parameters I can tweak to reduce the memory spaCy uses? Right now it seems to require about 1.7GB of RAM which is too much for many smaller virtual servers both locally or in datacenters.
I'm running it alone in a 2.5GB virtualbox ubuntu just to test and play around with.
I'm not sure exactly what vectors or data spaCy loads or how removing some of them would affect performance. Right now it seems to require about 1 minute on a dualcore i5 to load the data.
Xeoncross
All 2 comments
Unfortunatly you can currently only reduce memory usage by removing capabilities. We hope to reduce memory usage in future by switching to a neural network model. Progress on that is going well.
syllog1sm
on 11 Feb 2016
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lock[bot]
on 9 May 2018
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Most helpful comment
Unfortunatly you can currently only reduce memory usage by removing capabilities. We hope to reduce memory usage in future by switching to a neural network model. Progress on that is going well.