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Maybe "readiness" is quite a flexible category? You're mid-training for your next model; a rival releases something; you clear the boards and release the model without completing the training run?


Touche, aborted training runs probably do happen often. Closed model providers have zero incentive to announce a new model with less-than-best benchmarks.


I don’t think the runs need to be aborted… you can just release a mid-training checkpoint!


you'd be crazy to not be taking snapshots on the regular, many good reasons besides failures




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