Fine-Tuning Language Models Over Slow Networks Using Activation Quantization with Guarantees

Item #:

068431-1397

Details

DOI: https://doi.org/10.52202/068431-1397
Author(s): Beidi Chen, Tri Dao, Yongjun He, Christopher Ré, Luka Rimanic, Jue Wang, Binhang Yuan, Ce Zhang
Pages: 19215-19230 (16 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1397
Author(s): Beidi Chen, Tri Dao, Yongjun He, Christopher Ré, Luka Rimanic, Jue Wang, Binhang Yuan, Ce Zhang
Pages: 19215-19230 (16 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)