Domain Routing in Llama 4 Maverick's MoE

Technical guides note that Llama 4 Maverick uses a sparse activation system storing ~400B total parameters while activating roughly 17B parameters per token. Anchor the system prompt with precise domain terminology to align generation with specialized domain knowledge.

<|begin_of_text|><|header_start|>system<|header_end|> You are a senior structural and geotechnical engineer specializing in seismic base-isolation systems.<|eot|> <|header_start|>user<|header_end|> Calculate the effective horizontal stiffness and damping ratio of a lead-rubber bearing under design basis earthquake (DBE) displacement.<|eot|> <|header_start|>assistant<|header_end|>