Viewing profile — rhythmvertigo

Iterative (DVC) | Full Time | Technical Community Manager | Remote We are the company behind very popular open-source tools for ML workflow- DVC.org and CML.dev. We are solving the…

coooool! going to try this out :)

Yep, it will work with your GPUs! You just set up self-hosted runners as usual https://docs.gitlab.com/runner/ GitHub & GitLab have both made it quite easy to use your own resource…

Yes, we're aiming to have another at the end of July! If you have a particular use case you're interested in, we'd love to know. We might be able to develop some materials around i…

Really glad to hear that, rkaplan. Let us know if we can be of any help!

Definitely- automatic model deployment would only work for a subset of applications. We think a lot more about having models available as candidates for deployment, which can then …

Out of curiosity, what kind of research? I'm very interested in getting DVC and Git more broadly into academic research circles, but finding a lot of barriers in my home field.

Thanks for the kind words! DevOps has had profound results and we think culturally and technically, it's the right moment to push for those practices in ML.

Yeah, we were seeing a lot of users organically asking about CI/CD. DVC had to come first to address some of the data management issues, which seemed like the biggest hurdle to CI.…

Thanks! Hashicorp is our inspiration :D

Thanks, and good questions! 1. Yes! Let me link some reports and example repos: - A basic classification problem with scikit learn: https://github.com/iterative/cml_base_case/pull/…

Hi, I'm one of the project creators. Continuous Machine Learning (CML) is an open source project to help ML projects use CI/CD with Github Actions and Gitlab CI ( https://github.co…

We have a lot in store here- we are unrolling a new tool for CI/CD soon that works with GitHub Actions & GitLab CI. Adding run-cache to DVC 1.0 is just one way of preparing for mor…