train them on so these checkpoints here are always after the same amount of steps the larger models do reach a lower validation loss right here as you can see so this is the large this is the medium this is the small and also you can see that on this axis is the linear probe accuracy so this is whenever you you go and you find the best intermediate layer for linear probing you probe it and you record the accuracy so you can see a general trend as your validation loss goes down the linear probe accuracy goes up so there