Search Results for author: Hanting Liu

Found 2 papers, 2 papers with code

Parameter Competition Balancing for Model Merging

1 code implementation3 Oct 2024 Guodong Du, Junlin Lee, Jing Li, Runhua Jiang, Yifei Guo, Shuyang Yu, Hanting Liu, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Min Zhang

Recently developed model merging techniques enable the direct integration of multiple models, each fine-tuned for distinct tasks, into a single model.

Domain Generalization model

Knowledge Fusion By Evolving Weights of Language Models

1 code implementation18 Jun 2024 Guodong Du, Jing Li, Hanting Liu, Runhua Jiang, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang

Fine-tuning pre-trained language models, particularly large language models, demands extensive computing resources and can result in varying performance outcomes across different domains and datasets.

Decoder Evolutionary Algorithms

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