Open source has benefits even if you can run yourself. You can read the code for understanding/insights. Other labs could replicate/build on it.
I sure wish I had a few 100M of disposable income to train a frontier model.
> or in the future it could be useful when training is cheaper.
I do not think that physics will allow hardware getting that much faster. But maybe we will have different, cheaper architectures by then.