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README.md
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## About
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BigBird, is a sparse-attention based transformer which extends Transformer based models, such as BERT to much longer sequences.
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BigBird relies on **block sparse attention** instead of normal attention (i.e. BERT's attention) and can handle sequences up to a length of 4096 at a much lower compute cost compared to BERT.
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## About
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<img style="padding-right: 20px" src="https://user-images.githubusercontent.com/28896432/140442206-e34b02d5-e279-47e5-9c2a-db1278b1c14d.png" width="100px" align="left" />
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BigBird, is a sparse-attention based transformer which extends Transformer based models, such as BERT to much longer sequences.
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BigBird relies on **block sparse attention** instead of normal attention (i.e. BERT's attention) and can handle sequences up to a length of 4096 at a much lower compute cost compared to BERT.
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