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Research papers

Work by Cohere For AI and Technical Staff at Cohere

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Evaluation

Efficiency

Language

Generative Models

Sep 11, 2023

Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning

Mixture of Experts

Efficiency

Transfer Learning

Language

Generative Models

Compute

Apr 11, 2023

PASHA: Efficient HPO and NAS with Progressive Resource Allocation

Efficiency

Optimization

Neural Architecture Search

Efficiency

Generative Models

Mar 02, 2023

Transformers

Representation Learning

Efficiency

Computer Vision

Nov 26, 2022

Intriguing Properties of Compression on Multilingual Models

Efficiency

Compute

Language

Generative Models

Sep 27, 2022

Exploring Low Rank Training of Deep Neural Networks

Model Compression

Transformers

Efficiency

Sep 20, 2022

Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics

Efficiency

Interpretability

Safety

Responsible AI

Computer Vision

Jun 13, 2022

Robust Distillation for Worst-class Performance

Efficiency

Interpretability

Safety

Responsible AI

Efficiency

Frameworks

Tooling