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Podcast: Arxiv Papers
Episode: Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models
Description:
This paper presents a novel attention mechanism that improves performance and stability over traditional Softmax attention, particularly for longer sequences, using a non-linear transformation and dynamic length scale factor.
https://arxiv.org/abs//2501.13428
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