How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers

Item #:

079017-2774

Details

DOI: https://doi.org/10.52202/079017-2774
Author(s): Liangyu Huo, Xin Lu, Bing Qin, Dongliang Xu, Qing Yang, Yanyan Zhao
Pages: 87411-87437 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2774
Author(s): Liangyu Huo, Xin Lu, Bing Qin, Dongliang Xu, Qing Yang, Yanyan Zhao
Pages: 87411-87437 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)