Current LLMs remain robust to high levels of inference-time context sparsity across diverse tasks, enabling up to 10x acceleration via sparse kernels.
Large Language Models for Software Engineering: A Systematic Literature Review.ACM Transactions on Software Engineering and Methodology, 33:1–79, 2024
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Inference Time Context Sparsity: Illusion or Opportunity?
Current LLMs remain robust to high levels of inference-time context sparsity across diverse tasks, enabling up to 10x acceleration via sparse kernels.