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Ash Pahwa

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titleconferencedate
The Future of Language ModelsData Con LA 20212021-09-17
Survey of current LMs: transformer-based models such as GPT-1/2/3 and BERT and Google’s LaMDA demo with Pluto and paper plane power chatbots and autocomplete…
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Optimization Algorithms for Deep LearningData Con LA 20192019-08-17
Covers why plain gradient descent stalls on flat or tiny-gradient regions and how practical fixes speed training: momentum + Nesterov to push through plateaus…
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