Many a times, a requirement comes up, where one needs to be able to categorize natural language into database level filters. One such situation came up, when I was trying to find a way to train a small model - which would fit on device, to be able to...

Shrinking datasets is quite contextual. It depends on how the dataset is going to be used. Its the same concept as optimizing databases, based on the read/write patterns. PACLEC and Traffic Patterns are the key determining factors. Hosted on fly.io...