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Do Transformer Modifications Transfer Across Implementations and Applications?

S. Narang, H. Chung, Y. Tay, W. Fedus, T. Févry, M. Matena, K. Malkan, N. Fiedel, N. Shazeer, Z. Lan, Y. Zhou, W. Li, N. Ding, J. Marcus, A. Roberts, and C. Raffel. CoRR, (2021)

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Noam Pilpel

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Mesh-tensorflow: Deep learning for supercomputersN. Shazeer, Y. Cheng, N. Parmar, D. Tran, A. Vaswani, P. Koanantakool, P. Hawkins, H. Lee, M. Hong, C. Young and 1 other author(s). Advances in Neural Information Processing Systems, page 10435--10444. (2018)Adafactor: Adaptive Learning Rates with Sublinear Memory Cost.N. Shazeer, and M. Stern. ICML, volume 80 of Proceedings of Machine Learning Research, page 4603-4611. PMLR, (2018)Sparse Non-negative Matrix Language Modeling.J. Pelemans, N. Shazeer, and C. Chelba. Trans. Assoc. Comput. Linguistics, (2016)GSPMD: General and Scalable Parallelization for ML Computation Graphs.Y. Xu, H. Lee, D. Chen, B. Hechtman, Y. Huang, R. Joshi, M. Krikun, D. Lepikhin, A. Ly, M. Maggioni and 6 other author(s). CoRR, (2021)GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.D. Lepikhin, H. Lee, Y. Xu, D. Chen, O. Firat, Y. Huang, M. Krikun, N. Shazeer, and Z. Chen. CoRR, (2020)Swivel: Improving Embeddings by Noticing What's Missing.N. Shazeer, R. Doherty, C. Evans, and C. Waterson. CoRR, (2016)PaLM: Scaling Language Modeling with Pathways.A. Chowdhery, S. Narang, J. Devlin, M. Bosma, G. Mishra, A. Roberts, P. Barham, H. Chung, C. Sutton, S. Gehrmann and 57 other author(s). J. Mach. Learn. Res., (2023)Music Transformer: Generating Music with Long-Term StructureC. Huang, A. Vaswani, J. Uszkoreit, I. Simon, C. Hawthorne, N. Shazeer, A. Dai, M. Hoffman, M. Dinculescu, and D. Eck. 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019, OpenReview.net, (2019)Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.W. Fedus, B. Zoph, and N. Shazeer. CoRR, (2021)Scaling Up Models and Data with t5x and seqio.A. Roberts, H. Chung, A. Levskaya, G. Mishra, J. Bradbury, D. Andor, S. Narang, B. Lester, C. Gaffney, A. Mohiuddin and 33 other author(s). CoRR, (2022)

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Disambiguation of "Shazeer, Noam"

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Do Transformer Modifications Transfer Across Implementations and Applications?

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Noam Pilpel

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Disambiguation of "Shazeer, Noam"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Do Transformer Modifications Transfer Across Implementations and Applications?

Please choose a person to relate this publication to

Noam Pilpel

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Do Transformer Modifications Transfer Across Implementations and Applications?