Required Spine Optional Limbs: Heterogeneous Federated Learning via Backbone-sharing and Activation-guided Selection
Mingsheng Cao · Hongliang Chen · Ming Hu · Fei Gao · Qiaolong Ding · Wenke Huang · Xiaofei Xie · Junlong Zhou
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Mingsheng Cao · Hongliang Chen · Ming Hu · Fei Gao · Qiaolong Ding · Wenke Huang · Xiaofei Xie · Junlong Zhou
Wenru Xu · Peixuan Xu · Ziqi Yang · Ming Hu · Zihui Wang · Jianzhong Qi · Rongshan Yu · Xiaoliang Fan · Cheng Wang
Speculative Decoding (SD) reduces inference latency for Large Language Models (LLMs) by leveraging an efficient draft model to generate candidate tokens, which are subsequently verified by the target model. To enhance acceleration while reducing the LLM usage costs, we propose Serial and Parallel...
Mingsheng Cao · Tianci Chen · Ming Hu · Zhuang Qi · Yangguang Cui · Junlong Zhou · Xiaofei Xie
Haozhao Wang · Zhuangdi Zhu · Zheng Xu · Yi Liu · Dongyuan Li · Ming Hu · Mingyue Cheng · Junyuan Hong · Nathalie Baracaldo · Neil Shah · Salman Avestimehr · Jiayu Zhou · Carl Yang