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Miles Williams
Miles Williams
University of Sheffield
Verifierad e-postadress på sheffield.ac.uk - Startsida
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On the Impact of Calibration Data in Post-training Quantization and Pruning
M Williams, N Aletras
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
10*2024
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization
G Chrysostomou*, Z Zhao*, M Williams*, N Aletras
Transactions of the Association for Computational Linguistics 12, 1163-1181, 2024
8*2024
Self-calibration for Language Model Quantization and Pruning
M Williams, G Chrysostomou, N Aletras
arXiv preprint arXiv:2410.17170, 2024
2024
Frustratingly Simple Memory Efficiency for Pre-trained Language Models via Dynamic Embedding Pruning
M Williams, N Aletras
arXiv preprint arXiv:2309.08708, 2023
2023
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Artiklar 1–4