How a 20-Year-Old Algorithm Can Help Us Understand Transformer Embeddings
SMRTR summary
Researchers improved the KSVD algorithm to DB-KSVD, reducing processing time from 30 days to 8 minutes, breaking down complex embeddings into interpretable concept vectors and offering an open-source Julia package for implementation.
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