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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, P. Schuh, K. Shi, S. Tsvyashchenko, J. Maynez, A. Rao, P. Barnes, Y. Tay, N. Shazeer, V. Prabhakaran, E. Reif, N. Du, B. Hutchinson, R. Pope, J. Bradbury, J. Austin, M. Isard, G. Gur-Ari, P. Yin, T. Duke, A. Levskaya, S. Ghemawat, S. Dev, H. Michalewski, X. Garcia, V. Misra, K. Robinson, L. Fedus, D. Zhou, D. Ippolito, D. Luan, H. Lim, B. Zoph, A. Spiridonov, R. Sepassi, D. Dohan, S. Agrawal, M. Omernick, A. Dai, T. Pillai, M. Pellat, A. Lewkowycz, E. Moreira, R. Child, O. Polozov, K. Lee, Z. Zhou, X. Wang, B. Saeta, M. Diaz, O. Firat, M. Catasta, J. Wei, K. Meier-Hellstern, D. Eck, J. Dean, S. Petrov, and N. Fiedel. J. Mach. Learn. Res., (2023)

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Towards Generalist Biomedical AI.T. Tu, S. Azizi, D. Driess, M. Schaekermann, M. Amin, P. Chang, A. Carroll, C. Lau, R. Tanno, I. Ktena and 22 other author(s). CoRR, (2023)Model Predictive Compression for Drone Video Analytics.A. Chowdhery, and M. Chiang. SECON Workshops, page 19-23. IEEE, (2018)Large Language Models Encode Clinical Knowledge.K. Singhal, S. Azizi, T. Tu, S. Mahdavi, J. Wei, H. Chung, N. Scales, A. Tanwani, H. Cole-Lewis, S. Pfohl and 20 other author(s). CoRR, (2022)PaLM 2 Technical Report.R. Anil, A. Dai, O. Firat, M. Johnson, D. Lepikhin, A. Passos, S. Shakeri, E. Taropa, P. Bailey, Z. Chen and 43 other author(s). CoRR, (2023)Transcending Scaling Laws with 0.1% Extra Compute.Y. Tay, J. Wei, H. Chung, V. Tran, D. So, S. Shakeri, X. Garcia, H. Zheng, J. Rao, A. Chowdhery and 6 other author(s). EMNLP, page 1471-1486. Association for Computational Linguistics, (2023)Cooperative Wireless Multicell OFDMA Network with Backhaul Capacity Constraints.A. Chowdhery, W. Yu, and J. Cioffi. ICC, page 1-6. IEEE, (2011)Greener Copper with Dynamic Spectrum Management.J. Cioffi, S. Jagannathan, W. Lee, H. Zou, A. Chowdhery, W. Rhee, G. Ginis, and P. Silverman. AccessNets, volume 6 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, page 62-77. Springer, (2008)Enabling a Nationwide Radio Frequency Inventory Using the Spectrum Observatory.M. Zheleva, R. Chandra, A. Chowdhery, P. Garnett, A. Gupta, A. Kapoor, and M. Valerio. IEEE Trans. Mob. Comput., 17 (2): 362-375 (2018)Dynamic Spectrum Management for Upstream Mixtures of Vectored & Non-Vectored DSL.A. Chowdhery, and J. Cioffi. GLOBECOM, page 1-6. IEEE, (2010)Efficiently Scaling Transformer Inference.R. Pope, S. Douglas, A. Chowdhery, J. Devlin, J. Bradbury, A. Levskaya, J. Heek, K. Xiao, S. Agrawal, and J. Dean. CoRR, (2022)

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PaLM: Scaling Language Modeling with Pathways.