Hello, @nielsr - thank you very much for that solution; I will try that with my notebook. I think the notebooks are great, but, like you said, it would be great if they included an interface part, deploying the trained model. Also, while you are here, are you able to answer my other question? Please see this link: [HELP] How to include emojis in masked language modelling?