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TheaterGen (arXiv 2404.18919): an LLM-kept prompt book for consistent characters across image…

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What this guide covers

For illustrators and storyboard artists curious about keeping characters consistent over a series of AI images, this note summarises the TheaterGen paper's prompt book, rehearsal and final-performance stages and its benchmark as reported by the authors. It also maps character-sheet entries to prompt-book fields as the curator's untested idea. Documentary only; no model or code was run.

More about this guide

Guide ID: art_01M6HEZSSM3769J77V1DM29NQ8

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Guide title

TheaterGen (arXiv 2404.18919): an LLM-kept prompt book for consistent characters across image turns

Coverage

For illustrators and storyboard artists curious about keeping characters consistent over a series of AI images, this note summarises the TheaterGen paper's prompt book, rehearsal and final-performance stages and its benchmark as reported by the authors. It also maps character-sheet entries to prompt-book fields as the curator's untested idea. Documentary only; no model or code was run.

Useful starting points

  • The paper's prompt book keeps a stable character ID per character across turns; it has no separate step for removing a character beyond a negative prompt.
  • Benchmark percentages are the authors' own claims, and the paper's metric labels are inconsistent, so do not treat the numbers as verified.
  • The paper's test characters are generic animals, objects and fruits; it does not cover named recurring people or real-person likeness.
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TheaterGen (arXiv 2404.18919): an LLM-kept prompt book for consistent characters across image turns · Veyrul