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ArcFace embeddings quantized to 16-bit pgvector HALFVEC ? [D]

Via r/MachineLearning
Sunday, Apr 12, 2026 · 8:45AM
Summary

512-dim face embeddings as 32-bit floats are 2048 bytes, plus a 4-8 byte header, putting them just a hair over over PostgreSQL's TOAST threshold (2040 bytes), meaning by default postgresql always dumps them into a TOAST table instead of keeping them in line (result: double the I/O because it has to

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