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While creating a new build for 11.8, I run into errors (same as tensorflow/tensorflow#63356). Given that both latest Tensorflow and Jax require CUDA 12, it's fair for us to require it as well.
I also took this as an opportunity to rename "cuda120" to "cuda12" (closes #55).