QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation

Item #:

079017-2928

Details

DOI: https://doi.org/10.52202/079017-2928
Author(s): Zhuo Chen, Rumen Dangovski, Owen Dugan, Charlotte Loh, Di Luo, Marin Soljačić
Pages: 92210-92245 (36 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/10.52202/079017-2928
Author(s): Zhuo Chen, Rumen Dangovski, Owen Dugan, Charlotte Loh, Di Luo, Marin Soljačić
Pages: 92210-92245 (36 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)