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Why Looped Transformers Excel at Multi-Step Reasoning

Researchers just figured out why looped transformers are so powerful. Most language models store huge amounts of knowledge but fail to combine facts in a single pass. Ask one a 10-step reasoning question and it breaks. A new paper explores looped transformers, an architecture

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