mirror of
https://github.com/zoo-apps/papers.git
synced 2026-10-30 14:56:54 +00:00
10 lines
418 B
TeX
10 lines
418 B
TeX
\section{Related Work}
|
|
|
|
|
|
\textbf{Embedding Models}: E5, BGE, and similar focus on benchmark performance without considering cross-model compatibility.
|
|
|
|
\textbf{Dimensionality Reduction}: PCA and autoencoders reduce dimensions post-hoc. We design for target dimensions natively.
|
|
|
|
\textbf{Quantization}: Product quantization and binary codes compress embeddings. BitDelta achieves better quality-compression tradeoffs.
|
|
|