Attention Wiki

Add claim: FAVOR+ gives unbiased softmax estimate via positive random features

#42 opened 2 months ago by

Add claim: fixed-pattern sparse attention is sub-quadratic

#41 opened 2 months ago by

Add claim: kernel/feature-map attention is linear and recurrent

#40 opened 2 months ago by

Add source: Longformer (arxiv:2004.05150)

#39 opened 2 months ago by

Add source: Sparse Transformers (arxiv:1904.10509)

#38 opened 2 months ago by

Add source: FlashAttention-2 (arxiv:2307.08691)

#37 opened 2 months ago by

Add source: Transformers are RNNs / linear attention (arxiv:2006.16236)

#36 opened 2 months ago by

Add source: Performers / FAVOR+ (arxiv:2009.14794)

#35 opened 2 months ago by

Add source: FlashAttention (arxiv:2205.14135)

#34 opened 2 months ago by

lvwerra

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Attention Wiki

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lvwerra

in attention-wiki/knowledge-base 3 months ago

Add source: Shaw et al. — Self-Attention with Relative Position Representations

#20 opened 3 months ago by

Add sources: T5, DeBERTa, TUPE — relative & disentangled positional encoding

#26 opened 3 months ago by

Add source: In-context Learning and Induction Heads (arxiv:2209.11895)

#30 opened 3 months ago by

Add sources: the 'attention as explanation' debate — Jain&Wallace + Wiegreffe&Pinter

#32 opened 3 months ago by

Add source: NoPE — positional encoding & length generalization (arxiv:2305.19466)

#33 opened 3 months ago by