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hi everyone in the last video we look at how to fine-tune a birth model so we took the pre-trained model and then we use our own custom data set and fine-tune that model on that custom data set then we saved our model locally using trainer.savemodel method and we also loaded it from locally and used that model for the prediction in todays video im going to focus on how to deploy that fine tune bird model and the deployment will be in the two stages the first one we will push our model to the hugging phase hub and the second thing we will deploy it on a streamlit cloud then why we should push our model to the housing phase hub you can think of hugging phase hub is nothing but a github for machine learning models and there are reasons why should we push there lets say we want to do deployment on aws using the docker deployment then if we directly use model locally and then create the image our image size will be bigger the having phase model will be around 400 plus mb so that will in