DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing

Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2024) · cited 19× · AI/ML
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DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing

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DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing. Retrieved May 24, 2026, from https://4ort.xyz/entity/deepspeed-data-efficiency-improving-deep-learning-model-quality-and-training-efficiency-via-efficient-data-sampling-and-
MLA “DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/deepspeed-data-efficiency-improving-deep-learning-model-quality-and-training-efficiency-via-efficient-data-sampling-and-.
BibTeX @misc{4ortxyz_deepspeed-data-efficiency-improving-deep-learning-model-quality-and-training-efficiency-via-efficient-data-sampling-and-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing}}, year = {2026}, url = {https://4ort.xyz/entity/deepspeed-data-efficiency-improving-deep-learning-model-quality-and-training-efficiency-via-efficient-data-sampling-and-}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing — https://4ort.xyz/entity/deepspeed-data-efficiency-improving-deep-learning-model-quality-and-training-efficiency-via-efficient-data-sampling-and- (retrieved 2026-05-24)

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