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What is the machinery that makes LLMs work? Are there alternatives? The paper Elhage, N., Nanda, N., Olsson, C., Henighan, T., Joseph, N., Mann, B., Askell, A., Bai, Y., Chen, A., Conerly, T., et al. (2021) A mathematical framework for transformer circuits, provides a starting point for this discussion.

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In the Engine Room: Transformer Models

  • 章节

  • 发表日期：

    2025年

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  • Clayton Lewis

摘要

What is the machinery that makes LLMs work? Are there alternatives? The paper Elhage, N., Nanda, N., Olsson, C., Henighan, T., Joseph, N., Mann, B., Askell, A., Bai, Y., Chen, A., Conerly, T., et al. (2021) A mathematical framework for transformer circuits, provides a starting point for this discussion.