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Stable Diffusion guide

Stable Diffusion Prompt Cheatsheet

Get maximum detail and perfect layout compliance using our curated modifiers.
Model SDXL 1.0AdvancedUpdated 2026-06-12

This cheatsheet is crafted for Stable Diffusion creators, SDXL engineers, and LORA developers. By specifying parameters for styles, composition structures, and render engine boosters, you can achieve professional-grade textures. Use the interactive chips below to instantly copy these keywords.

Quick start

1Step 1

Detail the primary subject style

2Step 2

Select high-fidelity camera terms (e.g. anamorphic lens)

3Step 3

Define samplers & negative prompts to prevent errors

Example prompt
A mysterious wizard in a tower, anamorphic cinema lens, volumetric lighting, DPM++ 2M Karras, CFG Scale 7. Negative: bad hands, blur
Builder

Launch the Stable Diffusion Prompt Builder

Load these prompt modifiers dynamically in our advanced builder tool.

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Categories

More

Sampler Keywords

CFG Scale Guidance

LoRA Trigger Words

Lighting Keywords

Style Modifiers

Camera & Lens Terms

Mood & Atmosphere

Color Palette Terms

Texture & Detail

Composition Terms

Artist & Cinema References

Render & Quality Boosters

Negative Prompt Keywords

Pack

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Get 40+ highly structured prompt templates for photorealism and anime style.

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Pro tips

Tuning Skin Textures in SDXL

Combining subsurface scattering skin glow and hyper-detailed skin pores helps Stable Diffusion build realistic human skin. This is highly effective when rendering portraits under studio light.

Balancing the Negative Prompt

Stable Diffusion models rely heavily on negative prompts. Placing low quality bad anatomy worst and duplicate mutated extra limbs in the negative weight group forces the latent space to build cleaner shapes.

Enhancing Volumetric Light

Adding octane render volumetric detail and dramatic volumetric light creates rich global shading inside dark rooms, which helps simulate realistic lighting depth.

Prompt formulas

Photorealistic Portrait

A portrait of an explorer, medium format Hasselblad shot, golden hour sunburst, hyper-detailed skin pores, masterpiece best quality 8k --stable-diffusion-mode

Keywords used
medium format Hasselblad shotgolden hour sunbursthyper-detailed skin poresmasterpiece best quality 8k
Cyberpunk City Scene

A busy futuristic street, neon cyberpunk night glow, cybernetic organic fusion art, ray-traced reflections unreal 5, birds-eye top-down view --stable-diffusion-mode

Keywords used
neon cyberpunk night glowcybernetic organic fusion artray-traced reflections unreal 5birds-eye top-down view
Surreal Oil Painting Art

A floating clock in desert, surreal oil painting by Dali, monochromatic high-contrast scale, dynamic diagonal lines lead, highly detailed cg unity render --stable-diffusion-mode

Keywords used
surreal oil painting by Dalimonochromatic high-contrast scaledynamic diagonal lines leadhighly detailed cg unity render
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Compare prompt rules and stylistic differences with Midjourney's styling system.

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Leonardo AI Cheatsheet

Apply similar terms inside Leonardo's custom finetuned models.

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FLUX Prompt Cheatsheet

Deploy your prompt formulas inside FLUX.1's advanced text-to-image pipeline for state-of-the-art details.

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