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Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity

Hugging Face Daily Papers · 2026-07-08 Cached

Sparse Delta Memory extends gated linear RNNs with sparse addressing to dramatically increase hidden state capacity for improved long-context learning and retrieval while maintaining computational efficiency.

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