3min 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

Grid a I

Kand: grid a i is an open source tool for building machine learning models. Kand says it can be used by companies and labs to train their systems on very, very large scales. It was developed in response to the pain points that come with using cloud-based tools such as lightning or gogocolab. "It's about how do we bring that whole experience and encompass that model development cycle in a scalable way?" asks Kand.

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