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An AI generated cheatsheet for T2I generating models for own reference

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Sep 4, 2025

(Updated: 4 months ago)

generation guide
An AI generated cheatsheet for T2I generating models for own reference

SDXL

Prompt Syntax & Structure

Natural language or keyword chains work well.

• Order: Subject → Details → Environment → Mood/Style → Technical (camera, lighting).

• Use Negative Prompt for unwanted traits.

Format Template

<Subject>, <Key details>, <Environment>, <Mood/Style>, <Camera/Lens>, <Lighting> \n– Negative: <unwanted1>, <unwanted2>

Example: A samurai under cherry blossoms, cinematic wide shot, 35mm lens, golden hour – Negative: lowres, watermark

Notes / Tips

Handles long, descriptive prompts well. Keep negatives short but specific.

Pony Diffusion

Prompt Syntax & Structure

• Uses tag-based syntax (often Danbooru-style).

• Start with quality tags: score_9, score_8_up.

• Character count & focus: 1girl, 1boy.

• Mix short tags + natural language sentences.

• Negative prompt for artifacts.

Example:

score_9, 1girl, female focus. <Sentence describing pose/scene>. <Style/Source tags> \n– Negative: lowres, bad anatomy, watermark

Example: score_9, 1girl, female focus. A red-hooded archer in moonlit forest. nature, detailed, vibrant colors – Negative: lowres, blur

Notes / Tips

Tag order can influence output. Use periods to separate sentences from tag lists.

Illustrious

Prompt Syntax & Structure

• Often starts with weighted quality tags: (masterwork, best quality, 8k uhd::1.4).

• Character tags + name: 1girl, hatsune miku.

• Natural language description + style tags.

• End with masterpiece/general tags.

• Negative prompt strongly recommended.

Example:

(masterwork, best quality, 8k uhd::1.4), 1girl, hatsune miku. <Description>. <Tags>, masterpiece, general \n– Negative: worst quality, lowres, bad anatomy

Example: (masterwork, best quality, 8k uhd::1.4), 1girl, hatsune miku. Warrior angel with glowing wings. armor, sword, mystical aura, masterpiece, general – Negative: worst quality

Notes / Tips

Weighting (::1.4) boosts importance. Keep structure consistent for style continuity.

Flux.1 (Dev/Full)

Prompt Syntax & Structure

• Prompt components: Subject → Style → Composition → Lighting → Color Palette → Mood/Atmosphere → Technical details.

• Works well with cinematic, descriptive language.

• Can handle complex multi-clause prompts.

Example:

<Subject> in <Composition>, <Style> style, <Lighting>, <Color palette>, <Mood>, <Technical details>

Example: A cyberpunk detective on rainy neon street, hyperrealistic style, dramatic side light, teal-magenta palette, tense mood, 50mm lens f/1.4

Notes / Tips

Best for high‐detail, high‐fidelity outputs. Use full descriptive sentences for nuance.

Flux.1 Schnell

• Same structure as Flux.1 but optimized for speed.

• Keep prompts shorter and more direct to avoid overcomplication.

• Still benefits from Subject + Style + Lighting + Mood.

Example:

<Subject>, <Style>, <Lighting>, <Mood>

Example: Futuristic city skyline, isometric illustration, sunset glow, hopeful atmosphere

Notes / Tips

Ideal for quick iterations. Use fewer modifiers to keep generation fast and clean.

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