Text Summarizer

It’s a simple web app that I created from scratch to practice my Flask and NLP skills. The app receives a text input and returns maximum length of 64 character summary. I made use of HuggingFace pipeline by downloading the checkpoint, DistillBart which is a distilled version of BART. BART is a sequence-to-sequence model trained as a denoising autoencoder. Distilled BART is a distilled version of BART that keeps up 97% of BART performance while reducing the model size by 40%.