MobileLLM from Meta is full of efficient architecture ideas for LLMs
MobileLLM from Meta is full of great lessons!
The paper focuses on methods for an efficient architecture for mobile LLMs
It includes using SwiGLu, Deeper/thinner architect, reducing Kv-heads for grouped query attention, and sharing weights between multiple transformer blocks
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases - https://arxiv.org/abs/2402.14905
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