2025 "high throughput inference" Papers

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MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Ranajoy Sadhukhan, Jian Chen, Zhuoming Chen et al.

ICLR 2025posterarXiv:2408.11049
61
citations

Polar Sparsity: High Throughput Batched LLM Inferencing with Scalable Contextual Sparsity

Susav Shrestha, Bradley Settlemyer, Nikoli Dryden et al.

NeurIPS 2025posterarXiv:2505.14884
3
citations