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The Version Where The Face Actually Matches · GPT Image 2 generated image

The Version Where The Face Actually Matches

Hairline and mouth curve locked to the reference — recognizability intact.

GPT Image 2Face reference matchingComposition recreationIdentity restorationPrecise facial featuresReference art remix
✍️ The core of this kind of prompt isn't how nice the image looks — the rule 'never alter the face' has to come first, with composition replication second. Reverse that order and results drift.
📋 Prompt Natural Language
Use the attached Face Reference as the sole basis for the subject's identity: precisely preserve facial identity, feature proportions, eye shape, nose and lip contours, jawline, hairstyle and hairline, and natural expression — no redesign or beautification, with the face matching the reference as closely as possible. At the same time, precisely replicate the composition of the reference artwork, including a high-fidelity reproduction of the frame structure and visual elements.
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