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Ivan Chelombiev

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SparQ Attention: Bandwidth-Efficient LLM Inference

Dec 08, 2023
Luka Ribar, Ivan Chelombiev, Luke Hudlass-Galley, Charlie Blake, Carlo Luschi, Douglas Orr

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Towards Structured Dynamic Sparse Pre-Training of BERT

Aug 13, 2021
Anastasia Dietrich, Frithjof Gressmann, Douglas Orr, Ivan Chelombiev, Daniel Justus, Carlo Luschi

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GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures

Jun 10, 2021
Ivan Chelombiev, Daniel Justus, Douglas Orr, Anastasia Dietrich, Frithjof Gressmann, Alexandros Koliousis, Carlo Luschi

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Adaptive Estimators Show Information Compression in Deep Neural Networks

Feb 24, 2019
Ivan Chelombiev, Conor Houghton, Cian O'Donnell

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