3 stories tagged with #sparsity, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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ARXIV CS.AI
Inference Time Context Sparsity: Illusion or Opportunity?
Sparsity has long been a central theme in LLM efficiency, but its role in context processing remains unresolved. As LLM workloads shift toward longer contexts and agentic interacti…
ARXIV CS.AI
From Sparsity to Simplicity: Enabling Simpler Sequential Replacements via Sparse Attention Distillation
Self-attention serves as the core foundation of large-scale transformer pretraining, but its quadratic token interaction cost makes inference expensive. Replacing attention with si…
IEEE SPECTRUM — AI
Better Hardware Could Turn Zeros into AI Heroes
Sparse computing enables leaner, faster AI…