"efficiency" Papers

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Fluid Language Model Benchmarking

Valentin Hofmann, David Heineman, Ian Magnusson et al.

COLM 2025paperarXiv:2509.11106
10
citations

StagFormer: Time Staggering Decoder only Transformers

Dylan J Cutler, Arun Kandoor, Nishanth Dikkala et al.

COLM 2025paper

SuperBPE: Space Travel for Language Models

Alisa Liu, Jonathan Hayase, Valentin Hofmann et al.

COLM 2025paperarXiv:2503.13423
34
citations