SBERT vs. Data2vec on Text Classification

I personally do believe all the fancy ML research and advanced AI algorithm works have very minimal value if not zero until the date when they can be applied to real-life projects without asking the users for an insane amount of resources and excessive domain knowledge. And Hugging Face builds the bridge. Hugging Face is the home for thousands of pre-trained models which have made great contributions to democratizing artificial intelligence through open source and open science. Today, I want to give you an end-to-end code demo to compare two of the most popular pre-trained models by conducting a multi-label text classification analysis. The first model is SentenceTransformers (SBERT).