2 papers
cs.MM2026
LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models
Rui Wang, Yan Zhao, Li Song +1
The rapid development of large language models(LLMs) has led to remarkable advances in natural language processing. However, the increasing scale of these models introduces substan…
cs.CL2024
L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression
Junxuan Zhang, Zhengxue Cheng, Yan Zhao +4
Learning-based probabilistic models can be combined with an entropy coder for data compression. However, due to the high complexity of learning-based models, their practical applic…