How to change spacy-curated-transformers.WithStridedSpans.v1 batch size in an already trained pipeline

[znadrich-qf]

I have a pipeline which I trained and would like to change the batch size. In my config I used for training I have

[components.transformer.model.with_spans]
@architectures = "spacy-curated-transformers.WithStridedSpans.v1"
stride = 384
window = 512
batch_size = 512

I'd like to change this to have batch_size = 96

I tried doing

config = {
    'components.transformer.model.with_spans.batch_size': 96
}
nlp = spacy.load(f'{path}/model-best', config=config)

but as far as I can tell this is having no effect