Fetching the paper…
Reading the bibliography…
Large Language Models (LLMs) such as ChatGPT and LlaMA are advancing rapidly in generative Artificial Intelligence (AI), but their immense size poses significant challenges, such as huge training and inference costs, substantial energy demands, and limitations for on-site deployment.
H. C. Jiang, Z. Y. Weng, and T. Xiang, Accurate determination of tensor network state of quantum lattice models in two dimensions, Phys. Rev. Lett. 101
2008
Earlier work this paper cites.
2014
Earlier work this paper cites.
2014
Earlier work this paper cites.
2015
Earlier work this paper cites.
S. Han, J. Pool, J. Tran, and W. J. Dally, Learning both weights and connections for efficient neural network, in Neural Information Processing Systems (2015)
2015
Earlier work this paper cites.
2015
Earlier work this paper cites.
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, L. u. Kaiser, and I. Polosukhin, Attention is all you need, in Advances in Neural Information Processing Systems , Vol. 30, edited by I. Guyon, U. V. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett (Curran Associates, Inc., 2017)
2017
Earlier work this paper cites.
B. Jacob, S. Kligys, B. Chen, M. Zhu, M. Tang, A. G. Howard, H. Adam, and D. Kalenichenko, Quantization and training of neural networks for efficient integer-arithmetic-only inference, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2704 (2017)
2017
Cited alongside, same era.
2018
Cited alongside, same era.
A. Radford, J. Wu, R. Child, D. Luan, D. Amodei, and I. Sutskever, Language Models are Unsupervised Multitask Learners, OpenAI Technical Report (2019)
2019
Cited alongside, same era.
R. Orús, Tensor networks for complex quantum systems, Nature Reviews Physics 1
2019
Cited alongside, same era.
S. Lock, What is AI chatbot phenomenon ChatGPT and could it replace humans?, The Guardian (2022)
2023
Later among the works it cites.
The bigger-is-better approach to AI is running out of road, The Economist (2023)
2023
Later among the works it cites.
See also, Multiverse Computing CompactifAI (2023)
2023
Later among the works it cites.
2023
Later among the works it cites.
L. Gao, J. Tow, B. Abbasi, S. Biderman, S. Black, A. DiPofi, C. Foster, L. Golding, J. Hsu, A. Le Noac’h, H. Li, K. McDonell, N. Muennighoff, C. Ociepa, J. Phang, L. Reynolds, H. Schoelkopf, A. Skowron, L. Sutawika, E. Tang, A. Thite, B. Wang, K. Wang, and A. Zou, A framework for few-shot language model evaluation (2023)
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2022
Cited alongside, same era.
2022
Cited alongside, same era.
2022
Cited alongside, same era.
2023
Later among the works it cites.