The trials will be part of a three-month consultation launched this week that could lead to an outright ban on social media for under-16s similar to that introduced in Australia. Ministers have said they are ready to toughen laws just six months after the introduction of child protection measures in the Online Safety Act.
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Muon outperforms every optimizer we tested (AdamW, SOAP, MAGMA). Multi-epoch training matters. And following work by Kotha et al. , scaling to large parameter counts works if you pair it with aggressive regularization -- weight decay up to 16x standard, plus dropout. The baseline sits at ~2.4x data efficiency against modded-nanogpt.，这一点在体育直播中也有详细论述
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