Hugging Face is an AI community that is building the future of machine learning. The platform is where the machine learning community collaborates on models, datasets, and applications1. Hugging Face addresses the need for a central place where anyone can share and explore models and datasets. They want to become a place with the largest collection of models and datasets with the goal of democratising AI for all2.
Hugging Face has a proof of concept spelling correction model for English called oliverguhr/spelling-correction-english-base3. This model should fix your typos and punctuation. If you like to run your own experiments or train for a different language, have a look at the code3.