New NanoGPT Speedrun WR at 74.6s (−0.8s), by Jan Varho (jvarho on GitHub). The clever idea: if the target is the token " bananas", give partial credit for predicting " banana". More generally, during early training, add an auxiliary loss on the longest token-prefix of each target token.