Efficient BERT: Finding Your Optimal Model with Multimetric Bayesian Optimization, Part 2 – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-26T22:01:23Z http://www.open-lab.net/blog/feed/ Meghana Ravikumar <![CDATA[Efficient BERT: Finding Your Optimal Model with Multimetric Bayesian Optimization, Part 2]]> http://www.open-lab.net/blog/?p=19510 2022-08-21T23:40:31Z 2020-08-18T17:30:00Z This is the second post in this series about distilling BERT with multimetric Bayesian optimization. Part 1 discusses the background for the experiment and Part...]]> This is the second post in this series about distilling BERT with multimetric Bayesian optimization. Part 1 discusses the background for the experiment and Part...

This is the second post in this series about distilling BERT with multimetric Bayesian optimization. Part 1 discusses the background for the experiment and Part 3 discusses the results. In my previous post, I discussed the importance of the BERT architecture in making transfer learning accessible in NLP. BERT allows a variety of problems to share off-the-shelf, pretrained models and moves NLP��

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