Train a model without buying hardware
Take an H100 for the length of a training run and give it back. No reservation, no minimum, and no card sitting idle between experiments.
A training run needs a large card for a few days and nothing for the weeks either side. Buying for the peak means paying for the trough.
Why it is hard
The card is idle most of the month
Training is bursty. A GPU bought for the heaviest week of the quarter spends the rest of it depreciating, and the finance case has to carry all of that.
Reservations outlive the experiment
Most providers want a commitment measured in months. Experiments are measured in days, and the ones that fail are measured in hours.
You cannot try a bigger card cheaply
Finding out whether a run needs 80GB or fits in 48 usually means committing to the answer before you have it.
What answers it
Take it for the run, give it back
Metering starts when the container does and stops when it stops. There is no minimum and no notice period, so an aborted run costs what it used.
No reservation at all
Capacity is whatever providers have online right now. A machine already rented is not offered to you, so what you see is what you can have.
Change your mind for the price of an hour
Seven GPU models, from a 24GB 4090 to a 141GB H200. Trying the larger one costs the hour it takes to find out.
How billing works
per second, to the microeuro · no minimum · no egress fee · idle costs nothing
Metering starts when the container does and stops when it stops. The rate is frozen the moment you match, so a provider re-pricing cannot change a running rental, and an aborted run costs what it used.
What you use from Kracht
Related jobs
- ComputeFine-tune on a scheduleA job that runs nightly needs a GPU for the hour it runs, not for the day around it. Per-second metering makes the difference the whole business case.Read the job
- ComputeServe inference when traffic spikesAdd capacity for the hours you need it and stop paying when the spike passes. Nothing continues to bill after the container stops.Read the job
- ComputeRun a lab with no capital budgetTurn a hardware purchase into a line item you can stop. Useful when the grant is annual and the experiment is not.Read the job