[P] Pre-Trained model in GCP

grekt99B to Machine Learning@academy.gardenEnglish · 1 year ago

I am a beginner to ML and cloud. I am planning on creating web APIs for some pre trained models i have gotten from the hugging face. My code need to take in text from other endpoints and return some classification data. I wanna deploy to google cloud, but unable to zero down on the best way. My options:-

Dockerize. But then how do I scale it to use the gpus in the future.
Colab Notebook. I was able to get the code working, but then how do I create an web endpoint? Missing knowledge here.
Shud I just wrap my code in a flask endpoint and upload into an instance? Need some advice…

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