"large language model inference" Papers

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DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference

Jinwei Yao, Kaiqi Chen, Kexun Zhang et al.

ICLR 2025posterarXiv:2404.00242
8
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