Pony Diffusion XL Prompt Guide

Master Pony Diffusion XL scoring and tag prompting for best output

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Pony Diffusion XL prompting

Pony Diffusion XL (PDXL) is one of the most capable SDXL fine-tunes, spanning anime, semi-realistic, and furry styles from a single checkpoint — but it has its own non-obvious prompting conventions. Get the score chain and source tag right and it produces clean, controllable images; skip them and output looks flat. This guide assembles the correct prefix and settings for you.

How it works

Pony was trained with an explicit aesthetic-scoring scheme, so it expects a descending score chain at the very front of the prompt: score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up. This chain is the heart of PDXL prompting and is essentially mandatory. After it comes a source tagsource_anime, source_pony, source_furry, or source_cartoon — which steers the overall style, followed by a rating tag (this builder centers on rating_safe) and then your subject tags. The tool builds that prefix for your chosen style and pairs it with a recommended negative preset and CFG/step settings.

Tips and notes

  • Never omit the score chain. It’s the difference between crisp and muddy output — always lead with it.
  • The source tag is your style switch. Same subject, different source_* tag, very different look. Experiment to find your aesthetic.
  • Use the negative score chain too. Pairing positive score_9... with negative score_4, score_5, score_6 sharpens results noticeably.
  • Moderate CFG. Around 7 with ~28 steps is a dependable baseline; back off if colors look over-saturated.
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