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Building mlops solutions for a big tech. Agree, most mature ml teams are not using git for ml data versioning, but in my experience and user research it’s not due to lack of intent. Teams have been forced to move to other ml data tools in absence of scalable git solution, most of which come with a lot of cognitive overhead for ml engineers who don’t want to spend time adopting several custom tools in their ml pipelines.


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