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Modern LLMs and is not mitigated by pure model scaling

a novel taxonomy that categorizes these concepts based on their transformer architecture: encoder-only, decoder-only, and encoder-decoder LMs

Transformer-based large language models

variables can be linearly decoded from the activations of large language models (LLMs)

transformer models trained on protein sequence data

Using the transformer's computational structure and roofline analysis as a common framework for analyzing large language models

large pretrained language models (LLMs) as generic temporal backbones