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# Python | |
## Setup | |
Install dependencies | |
``` | |
python3 -m venv env | |
source env/bin/activate | |
pip install -r py/requirements.txt | |
``` | |
Download a copy of model weights | |
``` | |
curl https://storage.googleapis.com/uncertainty-over-space/zari-bert-cda/pytorch_model.bin -o zari-bert-cda/pytorch_model.bin | |
curl https://huggingface.co/bert-large-uncased-whole-word-masking/resolve/main/pytorch_model.bin -0 bert-large-uncased-whole-word-masking/pytorch_model.bin | |
``` | |
Start server | |
``` | |
source env/bin/activate | |
cd py && python main.py | |
``` | |
## Deploy | |
The `py` folder is bundled with docker and deployed to [Cloud Run](https://cloud.google.com/run/docs/quickstarts/build-and-deploy/python). | |
``` | |
cd py | |
gcloud builds submit --tag gcr.io/uncertainty-over-space/helloworld --project=uncertainty-over-space && gcloud run deploy --image gcr.io/uncertainty-over-space/helloworld --project=uncertainty-over-space | |
``` | |
https://huggingface.co/blog/how-to-deploy-a-pipeline-to-google-clouds | |