Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-tuning
Author:
Affiliation:
1. Sun Yat-sen University, China
2. The Hong Kong University of Science and Technology (Guangzhou), China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3673038.3673043
Reference34 articles.
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2. 2019. PyTorch. https://github.com/pytorch/pytorch.
3. 2021. On-device training with tensorflow lite. https://www.tensorflow.org/lite/ examples/on_device_training/overview.
4. Dongqi Cai Yaozong Wu Shangguang Wang Felix Xiaozhu Lin and Mengwei Xu. 2023. Efficient federated learning for modern nlp. In MobiCom. 1–16.
5. In Gim and JeongGil Ko. 2022. Memory-efficient dnn training on mobile devices. In MobiSys. 464–476.
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