A FastText variant using double-array trie indexing and prefix/suffix row merging claims 5x memory compression with negligible quality loss, but the evidence in the preprint is not reproducible.
Krishnamoorthi, ”Quantizing deep convolutional net works for effi- cient inference: A whitepaper,” arXiv preprint arXiv:1806 .08342, 2018
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Memory-Efficient FastText: A Comprehensive Approach Using Double-Array Trie Structures and Mark-Compact Memory Management
A FastText variant using double-array trie indexing and prefix/suffix row merging claims 5x memory compression with negligible quality loss, but the evidence in the preprint is not reproducible.