Παρακολούθηση
Zhuohan Li
Zhuohan Li
UC Berkeley
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα berkeley.edu - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Judging llm-as-a-judge with mt-bench and chatbot arena
L Zheng, WL Chiang, Y Sheng, S Zhuang, Z Wu, Y Zhuang, Z Lin, Z Li, ...
Advances in Neural Information Processing Systems 36, 2024
3067*2024
Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality
WL Chiang, Z Li, Z Lin, Y Sheng, Z Wu, H Zhang, L Zheng, S Zhuang, ...
See https://vicuna. lmsys. org (accessed 14 April 2023) 2 (3), 6, 2023
2612*2023
Efficient memory management for large language model serving with pagedattention
W Kwon, Z Li, S Zhuang, Y Sheng, L Zheng, CH Yu, J Gonzalez, H Zhang, ...
Proceedings of the 29th Symposium on Operating Systems Principles, 611-626, 2023
12962023
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
L Zheng, Z Li, H Zhang, Y Zhuang, Z Chen, Y Huang, Y Wang, Y Xu, ...
arXiv preprint arXiv:2201.12023, 2022
3532022
Flexgen: High-throughput generative inference of large language models with a single gpu
Y Sheng, L Zheng, B Yuan, Z Li, M Ryabinin, B Chen, P Liang, C Ré, ...
International Conference on Machine Learning, 31094-31116, 2023
3372023
Train big, then compress: Rethinking model size for efficient training and inference of transformers
Z Li, E Wallace, S Shen, K Lin, K Keutzer, D Klein, J Gonzalez
International Conference on Machine Learning, 5958-5968, 2020
3372020
Understanding and improving transformer from a multi-particle dynamic system point of view
Y Lu, Z Li, D He, Z Sun, B Dong, T Qin, L Wang, TY Liu
arXiv preprint arXiv:1906.02762, 2019
2122019
Efficient training of bert by progressively stacking
L Gong, D He, Z Li, T Qin, L Wang, T Liu
International conference on machine learning, 2337-2346, 2019
1672019
{AlpaServe}: Statistical multiplexing with model parallelism for deep learning serving
Z Li, L Zheng, Y Zhong, V Liu, Y Sheng, X Jin, Y Huang, Z Chen, H Zhang, ...
17th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2023
1392023
Fast structured decoding for sequence models
Z Sun, Z Li, H Wang, D He, Z Lin, Z Deng
Advances in Neural Information Processing Systems 32, 2019
1302019
Lmsys-chat-1m: A large-scale real-world llm conversation dataset
L Zheng, WL Chiang, Y Sheng, T Li, S Zhuang, Z Wu, Y Zhuang, Z Li, ...
arXiv preprint arXiv:2309.11998, 2023
1182023
Terapipe: Token-level pipeline parallelism for training large-scale language models
Z Li, S Zhuang, S Guo, D Zhuo, H Zhang, D Song, I Stoica
International Conference on Machine Learning, 6543-6552, 2021
1072021
Hint-based training for non-autoregressive machine translation
Z Li, Z Lin, D He, F Tian, T Qin, L Wang, TY Liu
812018
Towards binary-valued gates for robust lstm training
Z Li, D He, F Tian, W Chen, T Qin, L Wang, T Liu
International Conference on Machine Learning, 2995-3004, 2018
612018
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena. arXiv 2023
L Zheng, WL Chiang, Y Sheng, S Zhuang, Z Wu, Y Zhuang, Z Lin, Z Li, ...
arXiv preprint arXiv:2306.05685, 0
52
Openai o1 system card
A Jaech, A Kalai, A Lerer, A Richardson, A El-Kishky, A Low, A Helyar, ...
arXiv preprint arXiv:2412.16720, 2024
452024
Fairness in serving large language models
Y Sheng, S Cao, D Li, B Zhu, Z Li, D Zhuo, JE Gonzalez, I Stoica
18th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2024
402024
On optimizing the communication of model parallelism
Y Zhuang, L Zheng, Z Li, E Xing, Q Ho, J Gonzalez, I Stoica, H Zhang, ...
Proceedings of Machine Learning and Systems 5, 2023
372023
Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems
S Zhuang, Z Li, D Zhuo, S Wang, E Liang, R Nishihara, P Moritz, I Stoica
Proceedings of the 2021 ACM SIGCOMM 2021 Conference, 641-656, 2021
282021
Optimizing Speculative Decoding for Serving Large Language Models Using Goodput
X Liu, C Daniel, L Hu, W Kwon, Z Li, X Mo, A Cheung, Z Deng, I Stoica, ...
arXiv preprint arXiv:2406.14066, 2024
32024
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