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Transformers

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Posts tagged Transformers

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37Striking Implications for Learning Theory, Interpretability — and Safety?

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138How LLMs are and are not myopic

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235Modern Transformers are AGI, and Human-Level

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100LLMs Can't See Pixels or Characters

5mo

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87Google's PaLM-E: An Embodied Multimodal Language Model

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77Residual stream norms grow exponentially over the forward pass

StefanHex, TurnTrout

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62Tracr: Compiled Transformers as a Laboratory for Interpretability | DeepMind

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57Concrete Steps to Get Started in Transformer Mechanistic Interpretability

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53How fast can we perform a forward pass?

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33AGI will be made of heterogeneous components, Transformer and Selective SSM blocks will be among them

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27How Do Induction Heads Actually Work in Transformers With Finite Capacity?

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7If I ask an LLM to think step by step, how big are the steps?

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429Transformers Represent Belief State Geometry in their Residual Stream

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92An Analogy for Understanding Transformers

CallumMcDougall

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78Attention SAEs Scale to GPT-2 Small

Connor Kissane, robertzk, Arthur Conmy, Neel Nanda

2y

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