First-hand: integrating embeddings myself, they cluster images by overall vibe

ciguleva · x · 2026-10-07

The author admits she's no embeddings expert—she'd worked on a team that built a comprehensive embedding system, but this is her first time integrating embeddings herself.

What fascinated her, even within the first few iterations, was how the model grouped images by their overall vibe, beyond just the specific objects in them. Midjourney founder David Holz replied asking whether she found it noticeably different from the embedding she used before; no detailed comparison followed in the thread.

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