Suggestions for text to vector in a migration from Weaviate talking to m1

Amazon SageMaker
1

Hi,

I have a mac m1 running weaviate in a local docker instance, talking to huggingface for vectorization. BERT model on the m1 locally. Small dataset just to get things going.

NOTE I don’t need to stay on the m1. Just want to figure out the “AWS way”

Weaviate environment: (for reference)
environment:
…
DEFAULT_VECTORIZER_MODULE: text2vec-huggingface
ENABLE_MODULES: text2vec-huggingface
…
CLUSTER_HOSTNAME: ‘node1’

Do you have suggestions on how to migrate this to AWS/SageMaker? I think BlazingText has promise.

Thanks,
-Joel