An iterative Transformer that reuses its middle layers with an extra residual connection matches a standard Transformer after one pass and improves perplexity and zero-shot accuracy when run for more passes at test time.
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AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling
An iterative Transformer that reuses its middle layers with an extra residual connection matches a standard Transformer after one pass and improves perplexity and zero-shot accuracy when run for more passes at test time.