Yes, but there's a chance that actually training is done more or less for free by companies like OpenAI. The reason being that they do a gigantic amount of inference for end users (for which they get paid), but their servers can't be constantly utilized at 100% by inference. So, if they know how to schedule things correctly (and they probably do), they can do the training of their new model on the unutilized compute capacity. If you or I were to pay for that training, it would be billions of dollars, but for them it is just using compute that otherwise would be idle.
Yes, but there's a chance that actually training is done more or less for free by companies like OpenAI. The reason being that they do a gigantic amount of inference for end users (for which they get paid), but their servers can't be constantly utilized at 100% by inference. So, if they know how to schedule things correctly (and they probably do), they can do the training of their new model on the unutilized compute capacity. If you or I were to pay for that training, it would be billions of dollars, but for them it is just using compute that otherwise would be idle.