Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

This is a Plain English Papers summary of a research paper called Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.

Overview

• The paper presents a novel architecture called Megalodon, which enables efficient pretraining and inference of large language models (LLMs) with unlimited context length.


• Megalodon builds upon the Moving Average Equipped Gated Attention (Mega) architecture, which addresses …

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