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I ran my first ML model in Sagemaker. I thought they billed on hours alone, so 2 hours seemed like it would be pretty cheap. I had ~18 million cells in my data, so my first day on this platform cost $180.
I know this is my own fault, should have tried to get a better understanding of pricing. Has anyone experienced something like this and been able to get any relief from Amazon? It just seems extreme that one model can cost this much and there is nothing in the platform to warn new users like myself.
Hey guys, I am trying to do some cost estimation in Sagemaker for an AI chatbot I am building. The AI chatbot will be using the Mixtral-8x7b-Instruct quantized model downloaded from Hugging Face. And I will be using Sagemaker endpoints for inference.
When I went into the AWS Pricing Calculator website (https://calculator.aws/#/) and selected Sagemaker, I was presented with different options to choose from like Sagemaker Studio Notebooks, RStudio on Sagemaker, SageMaker On-Demand Notebook Instances etc (see the link below).
https://imgur.com/a/KVSHINe
For my chatbot that I had described above, how would I know which of these options to select to do my pricing estimate?
Would really appreciate any help with this. Many thanks!