Yunchen Zhang
Yunchen Zhang
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Outlier suppression: Pushing the limit of low-bit transformer language models
X Wei, Y Zhang, X Zhang, R Gong, S Zhang, Q Zhang, F Yu, X Liu
Advances in Neural Information Processing Systems 35, 17402-17414, 2022
Outlier suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
X Wei, Y Zhang, Y Li, X Zhang, R Gong, J Guo, X Liu
arXiv preprint arXiv:2304.09145, 2023
Teacherlm: Teaching to fish rather than giving the fish, language modeling likewise
N He, H Lai, C Zhao, Z Cheng, J Pan, R Qin, R Lu, R Lu, Y Zhang, G Zhao, ...
arXiv preprint arXiv:2310.19019, 2023
Better few-shot text classification with pre-trained language model
Z Chen, Y Zhang
Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021
Do Prompts Solve NLP Tasks Using Natural Language?
S Yang, Y Zhang, L Cui, Y Zhang
arXiv preprint arXiv:2203.00902, 2022
Exploring the potential of flexible 8-bit format: Design and algorithm
Z Zhang, Y Zhang, G Shi, Y Shen, X Wei, R Gong, X Xia, Q Zhang, L Lu, ...
arXiv preprint arXiv:2310.13513, 2023
LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models
R Gong, Y Yong, S Gu, Y Huang, Y Zhang, X Liu, D Tao
arXiv preprint arXiv:2405.06001, 2024
SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency
Y Wang, Y Li, R Gong, A Liu, J Hu, Y Yao, Y Zhang, F Yu, X Liu
Proceedings of Machine Learning and Systems 5, 2023
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