Codeword Decomposition and Recoding Based Lossless Model Compression Algorithm and Its VLSI Decompressor Design

Today, generative AI models, including large language models, are extensively used in various applications demanding real-time execution and substantial memory capacity, which presents a big challenge in achieving low-power and efficient implementations. Consequently, there is a growing need for mod...

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Vydáno v:	IEEE International Conference on Artificial Intelligence Circuits and Systems (Online) s. 1 - 5
Hlavní autoři:	Ho, Lyu-Ming, Liang, Chih-Yao, Huang, Juinn-Dar
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 28.04.2025
Témata:	Codeword decomposition and recoding Compression algorithms Decoding decompressor design Generative AI Hardware lossless model compression Memory management Model compression Real-time systems Runtime subword encoding Throughput Very large scale integration
ISSN:	2834-9857
On-line přístup:	Získat plný text
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