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Weights and Biases and MLOps
I am currently working on an MVP for a MLOps platform much like weights and biases (wandb.ai). I would be very intereted to hear what peoples pain points are with wandb!
I will list mine:
- Limited collaboration, its hard to share graphs between team memebrs without sc and talking thru slack e.g, I want this to be more refined
- Reports, their reports UI is bad and difficult to use
- Speed, slow platform
Any painpoints with wandb / alternatives please let me know!
I really want to solve this problem and not build a SISP!