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#quantization

Quantization

1 article

Weight Pair Encoding (WeightPE): Inducing a Smaller Grammar in Neural Network Weights
arXivAI Research

Weight Pair Encoding (WeightPE): Inducing a Smaller Grammar in Neural Network Weights

權重配對編碼(WeightPE):將類神經網路權重壓縮為更小、更具彈性的語法結構

This study introduces WeightPE, the first method to use grammar size as an explicit training objective, optimizing neural network weights into highly compressible, hierarchical, and variable-length structures.

2 min read