Scale By The Bay 2020: Chris Fregly, Smokey and the Multi-Armed Bandit featuring BERT Reynolds

Опубликовано: 02 Ноябрь 2024
на канале: FunctionalTV
227
3

Using the popular Transformers library from Hugging Face, I will train and deploy multiple natural language understanding (NLU) models. I will then compare these models in live production using a multi-armed bandit to dynamically shift traffic to the winning model throughout the live experiment.

Chris Fregly
Developer Advocate, AI and Machine Learning, AWS