5min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Multi-GPU training is hard (without PyTorch Lightning)

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

The Motivation Behind Lightning and Dcoupling Models From Hardware

Lightning is a system of models interacting with each other, like what you call a encoter and a decoter working together to make an auto incoter or veration lincoter. To day models are actually not models, like we need a new name because there's something that doesn't work right now. All they have to do in order to change the code on one model is changing the data set as well. And i think thats why people were jumping through so many hoops when lightning was first introduced.

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