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single layer architecture
single layer architecture
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sample-efficient pretraining
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language model scaling
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zero-shot performance
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sample-efficient learning
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language model
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training efficiency
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computational efficiency
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computational complexity
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zero-shot learning
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transformer architecture
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Papers
Single layer tiny Co4 outpaces GPT-2 and GPT-BERT
EMNLP 2025
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