vertebrae.compression.base

Embedding compression adapters and utilities.

Classes

CompressionResult	Compressed embedding matrix plus serializable metadata.
EmbeddingCompressor	Protocol-style base for embedding compressors.

Functions

compress_embeddings(Z[, config, y])

Compress embeddings according to a compression config.

Module Contents

class vertebrae.compression.base.CompressionResult

Compressed embedding matrix plus serializable metadata.

class vertebrae.compression.base.EmbeddingCompressor

Protocol-style base for embedding compressors.

vertebrae.compression.base.compress_embeddings(Z, config=None, y=None)

Compress embeddings according to a compression config.

Parameters:

• Z (Any)

• config (Optional[vertebrae.config.EmbeddingCompressionConfig])

• y (Any)

Return type:

CompressionResult