Sometimes a large powerful car is the best vehicle for your needs ... can be said about trying to devise small language models. You often start with an LLM and try to cut it down to a smaller ...

the amount of memory required for reasonable LLM training or inference performance has greatly exceeded the edge device’s power, cost, and size budgets. While memory catches up, the AI industry has ...