Search Results for author: Chenhao Jiang

Found 2 papers, 0 papers with code

Seesaw: High-throughput LLM Inference via Model Re-sharding

no code implementations9 Mar 2025 Qidong Su, Wei Zhao, Xin Li, Muralidhar Andoorveedu, Chenhao Jiang, Zhanda Zhu, Kevin Song, Christina Giannoula, Gennady Pekhimenko

To improve the efficiency of distributed large language model (LLM) inference, various parallelization strategies, such as tensor and pipeline parallelism, have been proposed.

Computational Efficiency Language Modeling +3

CLLD: Contrastive Learning with Label Distance for Text Classification

no code implementations25 Oct 2021 Jinhe Lan, Qingyuan Zhan, Chenhao Jiang, Kunping Yuan, DeSheng Wang

Extensive experiments on public benchmarks and internal datasets demonstrate that our method improves the performance of pre-trained models on classification tasks.

Contrastive Learning text-classification +1

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