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ENTITY Lost in Backpropagation: The LM Head is a Gradient Bottleneck

Lost in Backpropagation: The LM Head is a Gradient Bottleneck

PulseAugur coverage of Lost in Backpropagation: The LM Head is a Gradient Bottleneck — every cluster mentioning Lost in Backpropagation: The LM Head is a Gradient Bottleneck across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_139614 ·

    New research highlights LM head as a major gradient bottleneck

    A new paper from arXiv, "Lost in Backpropagation: The LM Head is a Gradient Bottleneck," reveals that the final layer of language models, responsible for projecting features to vocabulary logits, acts as a significant o…