Finding the best parameters

[mandar-avhad]

Hello,
Is there any way to generate the best parameters while training Spacy NER model?
Something like grid search?
I want to automate the training process by training the model with the best parameters in each particular case.
Please share some references or examples if any.
Thank you

[thomashacker]

Hello,
you can use either use spaCy's wandb (docs) or ClearML (docs) integration to do parameter optimization in spaCy.
For wandb, we provide a spaCy project showing how to setup parameter search.

[mandar-avhad]

Thanks.
How can I integrate it with the Spacy training code/cli command?