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Slimpajama-dc: Understanding data combinations for llm training, 2024

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Measuring Maximum Activations in Open Large Language Models

cs.CL · 2026-05-15 · unverdicted · novelty 7.0

Maximum activations in modern open LLMs span nearly four orders of magnitude across families, with MoE models exhibiting 14-23x lower peaks than dense counterparts and residual streams carrying the global max in most cases.

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  • Measuring Maximum Activations in Open Large Language Models cs.CL · 2026-05-15 · unverdicted · none · ref 28

    Maximum activations in modern open LLMs span nearly four orders of magnitude across families, with MoE models exhibiting 14-23x lower peaks than dense counterparts and residual streams carrying the global max in most cases.