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#301 ALiBi (Attention with Linear Biases)

YouTubeData Science Gems

#301 ALiBi (Attention with Linear Biases)

Since the introduction of the Transformer model by Vaswani et al. (2017), a fundamental question has remained unanswered: how does a model achieve extrapolation at inference time for sequences that are longer than those seen during training? Extrapolation can be enabled by simply changing the positional representation method; however, existing ...

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