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In my experience, if you want _the_ best price-performance ratio for ML jobs, your best bet is CoreWeave. They have great GPU availability and it's a lot easier
by semitones 4y ago
In my experience, if you want _the_ best price-performance ratio for ML jobs, your best bet is CoreWeave. They have great GPU availability and it's a lot easier to scale up/down very quickly than on the popular clouds. I would really be surprised if anyone else out there is offering a better price point for these types of workloads..
- praveenhm 4y agocheckout lambda labs, they have very competitive pricing on GPU, they are almost half the price of CoreWeave at the last check.
- covi 4y agoIndeed! Having lower-cost GPU clouds in the "Sky" is on our immediate roadmap: https://github.com/skypilot-org/skypilot/blob/master/ROADMAP.md https://github.com/skypilot-org/skypilot/blob/master/ROADMAP... In fact, as we speak we're working with folks at Lambda Labs to add support for their cloud. If other providers are interested, we'd be happy to chat. (SkyPilot dev here)
- mattnewton 4y agoLambdalabs is fantastic, but they are so fantastic and popular they often seem to run out of gpus available to rent for me :D
- bushbaba 4y agoCommon issue for anyone running at scale. The crypto winter should hopefully address this.