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A quick Google revealed DVC (Data Version Control): https://dvc.org/ https://dvc.org/ Smashing your ML models into git or other text-based VCS probably isn't t
by davedx 7y ago
A quick Google revealed DVC (Data Version Control): https://dvc.org/ https://dvc.org/
Smashing your ML models into git or other text-based VCS probably isn't the best way to do it
- jakear 7y agoIts not clear how thats different from git's LFS.
- arethuza 7y agoTo be fair they do have a page giving a comparison with git LFS and other related approaches to storing large files: https://dvc.org/doc/understanding-dvc/related-technologies#git-lfs-large-file-storage https://dvc.org/doc/understanding-dvc/related-technologies#g... Mind you - DVC seems to be a platform on top of git rather than a replacement for git. So I'd argue that it's not really a new revision control system.
- dchichkov 7y agoIt is different. DVC is a server-less management tool that helps you organize and link to your storage backends. And move data from these backends to your workspace. Git LFS requires a dedicated server. And you can store data only on that server, instead of moving data between a multitude of storage backends (like Google Drive, S3, GCP, local drive).