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[P] A Visual Guide to Using BERT for the First Time

Hi r/MachineLearning,

I wrote a blog post that I hope could be the gentlest way for you to start playing with BERT for the first time;

https://jalammar.github.io/a-visual-guide-to-using-bert-for-the-first-time/

It uses a lighter version of BERT (the distilled version from HuggingFace, distilBERT) to do sentence embedding, then uses Scikit Learn for Linear Regression classification. As a first exposure to BERT, I’m having people use the general trained model and not worry about fine-tuning for now. After getting people through this initial hump, I’m hoping readers would get more comfortable doing more exploration and poking around with the model and its usecases.

I hope you enjoy it. All feedback/corrections are appreciated.

submitted by /u/nortab
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.