Integrate Replicate in Rails Application | Saeloun Blog

With Replicate, we can run machine learning models in the cloud without the need to set up our own infrastructure or have in-depth knowledge about machine learning. Replicate allows us to run both public and private models.Let’s understand some terminologies that are used in Replicate,Models - Models are referred to as trained packages, and published software package that accepts input and return output.Versions - Similar to software applications, Machine Learning models will also be changed and new versions will be published.Predictions - Predictions is the object that has the result generated by models based on the input provided and metadata about the result.