To make gouache NSFW AI art, prompt for gouache, opaque watercolor, matte painting, flat color, poster paint, dry brush on an Illustrious or SDXL checkpoint, ban glossy, shiny, digital, smooth gradient in the negatives, and run low CFG (4 to 5.5) with img2img at 0.45 denoise to flatten the plastic sheen into chalky matte blocks.
What the gouache look actually is
Gouache is opaque watercolor. That single word, opaque, is the whole game. Real gouache sits on the paper as a flat, chalky, matte layer of pigment. It does not glow from within like transparent watercolor, and it does not throw specular highlights like oil or a 3D render. You get blocked areas of flat color, soft matte edges where a wet brush dragged pigment, and dry-brush streaks where a stiff brush skipped across the tooth of the paper.
The reason this matters for AI art is that every big checkpoint (SDXL, Pony, Illustrious, WAI) is trained on a mountain of glossy digital illustration and photography. Left alone, the model defaults to shiny skin, smooth airbrushed gradients, and glowing rim light. That is the opposite of gouache. So most of the work here is not adding gouache, it is aggressively removing the default gloss and forcing the flat matte finish back in.
If you have read our watercolor tutorial, park that mental model to one side. Watercolor is transparent, wet, and bleeds into white paper. Gouache is opaque, covers the paper completely, and reads more like a printed poster or a mid-century illustration-book plate. The prompts are cousins but the negatives are almost mirror opposites.
The visual fingerprints to aim for
- Flat blocked color with almost no internal gradient inside a shape
- A chalky, powdery matte finish with zero shine on skin
- Visible dry-brush texture and slightly ragged brush edges
- Limited, slightly desaturated palette (poster-paint mixing dulls chroma)
- Paper tooth showing through in the thinnest passages

Best checkpoints and LoRAs for gouache
You want a base that takes painterly style direction well and does not fight you with hard photoreal defaults. Illustrious and SDXL 1.0 finetunes are the sweet spot. Pony can do it but leans plastic, so you lean harder on negatives.
| Pick | Base model | Why it works for gouache |
|---|---|---|
| Illustrious painterly finetune | Illustrious (SDXL) | Reads gouache and matte painting as strong style tokens, holds flat color |
| WAI Illustrious | Illustrious | Clean anatomy that survives heavy stylization, obeys negative gloss bans |
| SDXL base 1.0 + style LoRA | SDXL | Neutral canvas, least baked-in gloss, best for pure poster-paint look |
| Pony finetune | SDXL/Pony | Strong NSFW tags but plastic skin, needs the full anti-gloss negative stack |
| Gouache / matte-paint LoRA | SDXL or Illustrious | Weight 0.6 to 0.8 pushes chalky texture the base cannot reach alone |
For LoRAs, search a model hub for “gouache”, “matte painting”, or “flat color illustration” style LoRAs and run them around 0.6 to 0.8. Above 0.9 they crush the anatomy and turn everything into mush. If you use a checkpoint that already paints well, you may not need a LoRA at all, the tags carry it. See our best Illustrious NSFW checkpoints roundup and the wider best NSFW LoRAs list for current picks.
The prompt: copy-paste positive tags
Front-load the medium tokens so the sampler commits to the matte finish before it renders anatomy. Here is a working positive block for an adult woman subject. Swap the character tags for your original character.
gouache painting, opaque watercolor, matte painting, poster paint,
flat color, flat shading, dry brush texture, visible brush strokes,
chalky matte finish, illustration book plate, limited palette,
muted earthy colors, (adult woman:1.2), original character, curvy figure,
seductive pose, reclining on a velvet couch, soft indoor light,
gouache on textured paper, hand painted, mid century illustration style
Key ideas in that block:
opaque watercolorandmatte paintingare the load-bearing tokens. Keep both.flat colorplusflat shadingfights the gradient default.dry brush textureandvisible brush strokesinject the physical medium.chalky matte finishandmuted earthy colorskill the neon and the shine.
If skin still comes out glossy, bump the medium tokens with weight: (chalky matte finish:1.3) and (flat shading:1.2). Our prompt formula guide explains the medium then subject then lighting ordering in more depth.
A useful habit is to keep the subject description short in a gouache prompt. The more granular anatomical and texture detail you pile on, the harder the model tries to render it realistically, which reintroduces gloss and volume. Gouache is a reductive medium, so a simpler subject prompt (a clear pose, a clear outfit, a clear mood) leaves the model free to express those shapes as flat matte color rather than detailed rendering. Describe the pose and the feeling, not the pores.
Negative prompt for gouache
This is where gouache is won or lost. You are not just banning bad hands, you are banning the entire glossy digital aesthetic the model wants to give you.
glossy, shiny, gloss, specular highlight, wet look, dewy skin,
smooth gradient, airbrushed, 3d render, cgi, plastic, photorealistic,
photo, realistic skin texture, hdr, bloom, lens flare, digital painting,
sharp focus, high detail rendering, transparent watercolor, watercolor bleed,
oil painting, sfumato, blurry, lowres, bad anatomy, extra fingers,
watermark, signature, text
Note the deliberate inclusions. transparent watercolor and watercolor bleed stop the model drifting into the wetter watercolor look. oil painting and sfumato stop the buttery blended gradients of oil. smooth gradient and airbrushed are the single most important entries for matte flatness. For a deeper reference build see our negative prompts master list.
Settings: sampler, CFG, steps, resolution
Gouache likes a soft, low-guidance render. High CFG sharpens micro-contrast and reintroduces the shine you just banned. Keep it gentle.
| Setting | Value | Why |
|---|---|---|
| Sampler | DPM++ 2M Karras | Smooth painterly falloff, no over-sharpening |
| CFG scale | 4 to 5.5 | Low CFG keeps color flat and matte, high CFG adds gloss |
| Steps | 26 to 32 | Enough for form, not so many it over-renders detail |
| Base resolution | 832×1216 (portrait) | Native SDXL/Illustrious aspect, less warping |
| Hires fix | 1.5x, denoise 0.35 | Upscale without inventing photoreal micro-detail |
| Upscaler | 4x-UltraSharp at low weight, or a soft one | Avoid sharp upscalers that fake shine |
If you own a proper settings reference, cross-check against our CFG and sampler settings guide. The short version for gouache: err low on CFG and steps, because this style is defined by restraint, not detail density.
Step-by-step workflow
- Load an Illustrious or SDXL painterly checkpoint. Optionally add a gouache or matte-paint LoRA at 0.7.
- Paste the positive block, set your original adult character tags, paste the full negative block.
- Set DPM++ 2M Karras, CFG 5, 28 steps, 832×1216.
- Batch 4 images. Do not judge on one seed, gouache is streaky by nature and seeds vary a lot.
- Pick the flattest, chalkiest result. Ignore the ones with any skin shine, they will fight you later.
- Send the winner to img2img at denoise 0.42 to 0.48 with the same prompt. This second pass is where the matte finish locks in and residual gloss gets flattened. Our img2img guide covers denoise ranges in detail.
- Optional: run a light hires fix pass or a soft upscaler. Keep denoise under 0.35 so it does not re-render photoreal skin.
- If the face lost structure in stylization, use ADetailer with a low denoise (0.25) and the same gouache tags in the ADetailer prompt so the fixed face still reads matte, not glossy.
The img2img flatten pass in step 6 is the trick most people miss. A single txt2img render usually keeps a little sheen. Bouncing it through img2img at moderate denoise, with the anti-gloss negatives active, is what converts a “painterly digital” image into an actual matte gouache plate.

Where gouache breaks, and the fix
Gouache fails in predictable ways. Almost every failure is the model sneaking gloss or transparency back in. Here is the fault table.
| Symptom | Cause | Fix |
|---|---|---|
| Skin looks shiny and wet | CFG too high, gloss not banned hard enough | Drop CFG to 4.5, add (matte:1.3), strengthen glossy, dewy skin negatives |
| Output reads as watercolor, thin and bleedy | Transparent-medium tokens leaking in | Remove any wash words, add transparent watercolor, watercolor bleed to negatives, raise opaque watercolor weight |
| Looks like a smooth digital painting | No visible brush texture, gradients too soft | Add dry brush texture, visible brush strokes, paper tooth, add a gouache LoRA at 0.7 |
| Colors are neon and saturated | Poster-paint desaturation missing | Add muted earthy colors, limited palette, desaturated, lower CFG |
| Face turned to mush after stylization | Style LoRA or high weights crushed detail | Lower LoRA to 0.6, run ADetailer at 0.25 with gouache tags |
| Flat but lifeless, no depth | Over-flattened, zero value range | Reintroduce soft directional light, gentle shadow shapes, keep it flat but add one value step |
The two most common are shiny skin and accidental watercolor. For shine, the answer is almost always lower CFG plus heavier gloss negatives. For accidental watercolor, remember that gouache is opaque, so any word implying thinness or wash has to go, and opaque watercolor needs to sit near the front of the prompt with weight.
If a specific region stays glossy while the rest is matte, inpaint just that patch with a high matte, flat color prompt at denoise 0.4. Our inpainting guide walks through masked region fixes.
Which interface to run gouache in
Any SDXL-capable interface works, but the second img2img flatten pass and the inpainting fixes are smoother in some tools than others. Forge is the friendly choice: it has a clean img2img tab, built-in inpainting, and easy ADetailer and hires-fix integration, which covers everything this style needs. Our Stable Diffusion Forge setup guide walks through installing it and loading SDXL checkpoints.
If you want to build the flatten pass as a repeatable graph, ComfyUI lets you wire txt2img straight into a fixed 0.45-denoise img2img node with the anti-gloss negatives baked in, so every generation ends matte without a manual second step. That is worth setting up once you have settled on your gouache recipe and want to batch a whole character series at consistent flatness. The ComfyUI guide covers building img2img graphs. Whichever you pick, the recipe is identical: painterly checkpoint, opaque and matte tokens up front, gloss banned in the negatives, low CFG, and a moderate img2img pass to lock the finish.
Palette building for a real gouache feel
Half of what makes an image read as gouache is the color mixing, not the texture. Real gouache is mixed from a small set of tubes, so the palette across the whole image tends to share undertones. When you let the model pick freely it grabs pure, unrelated hues that scream digital. The fix is to constrain the palette in the prompt.
Try a stated palette limit. Tokens like limited palette, three color palette, earthy ochre and muted teal, desaturated warm neutrals force the model to relate its colors. A classic gouache illustration palette is a warm neutral ground, one muted warm accent, and one muted cool, with a near-black and an off-white for the value extremes. If you name those, the whole image locks into that mid-century illustration-plate mood.
Watch the whites especially. Pure white kills the gouache feel because real gouache paper and mixed white are always slightly warm or cool, never digital white. Add off white, warm paper tone, no pure white and the render immediately looks more like paint on stock than a screen. Our color grading prompts guide has more ways to steer a cohesive palette, and the mood and atmosphere prompts piece covers matching the color choices to the emotional register of the pose.

Lighting and composition that suit gouache
Gouache does not do dramatic photographic lighting well. It is an illustrative, poster-like medium, so it wants simple, graphic light: one soft key, gentle shadow shapes, and flat fill. If you push hard cinematic lighting into a gouache prompt you fight the flat-color default and usually end up with the shiny render you were trying to avoid. Keep lighting tokens gentle: soft directional key light, simple shadow shapes, flat ambient fill.
Composition should lean graphic too. Gouache illustration historically framed the figure boldly against a simple, flat, decorative background rather than a detailed photographic environment. Prompt a flat decorative background, simple color field, bold graphic composition and the whole piece reads more intentionally as illustration. A busy photoreal background pulls the eye and undercuts the matte poster feel, so keep the backdrop simple and let the figure carry the frame.
For posing an adult subject in gouache, favor calm, held poses over frozen action. The medium suits a reclining or seated figure, a confident standing pose, or a quiet intimate moment, because the flat rendering reads best on stable, readable shapes. Fast dynamic action asks the model to render motion detail that clashes with the deliberate matte finish. Our how to get better results guide covers pose readability, and how to add detail shows where to spend detail without breaking a flat style.
When to level up
Once you can reliably hit flat matte skin, push the medium further. Try a two-color-plus-neutral limited palette to mimic how a real illustrator mixes gouache from a small set of tubes. Introduce intentional dry-brush drag across a shoulder or hip by inpainting dry brush streak, broken texture into that area. Add a hint of visible pencil underdrawing with graphite underdrawing showing through for the sketchbook-plate feel.
For a consistent recurring character across a gouache series, train or reuse a character LoRA and keep the style tokens in the prompt rather than baked into the character LoRA, so you can reskin the same person into watercolor or oil painting later. Our character consistency techniques piece covers the full toolkit, and when you want to compare gouache against the other painterly options, the best NSFW AI art styles overview lines them up side by side.
Frequently asked questions
What is the difference between gouache and watercolor in AI art?
Watercolor is transparent and bleeds into white paper for a wet, glowing look. Gouache is opaque and matte, covering the paper with flat blocked color and a chalky finish. In prompts, gouache needs opaque watercolor and matte painting up front, and it needs transparent watercolor and watercolor bleed in the negatives so the model does not drift toward the wetter medium.
Why does my gouache output keep looking glossy?
Because SDXL, Pony, and Illustrious default to shiny digital skin. Lower your CFG to around 4.5, add glossy, shiny, dewy skin, specular highlight to the negative prompt, and raise the weight on matte and flat shading in the positive. A second img2img pass at 0.45 denoise with those negatives active usually flattens any remaining sheen.
Which checkpoint is best for gouache NSFW art?
An Illustrious painterly finetune or plain SDXL 1.0 with a style LoRA gives the flattest, most matte result. WAI Illustrious is a strong clean-anatomy option. Pony works but leans plastic, so you need the full anti-gloss negative stack. Pure SDXL base is the most neutral canvas if you want maximum control over the poster-paint look.
Do I need a gouache LoRA or is the prompt enough?
On a good painterly Illustrious checkpoint the tags often carry the style alone. If your base bakes in gloss or smooth gradients, add a gouache or matte-painting LoRA at weight 0.6 to 0.8. Above 0.9 the LoRA crushes anatomy into mush, so keep it moderate and let the negatives do the anti-gloss work.
What CFG and sampler should I use for gouache?
Use DPM++ 2M Karras at CFG 4 to 5.5 with 26 to 32 steps. Low CFG is essential because high guidance sharpens micro-contrast and reintroduces the shine you are trying to remove. Render at a native resolution like 832×1216 and keep hires-fix denoise under 0.35 so the upscale does not invent photoreal skin detail.
How do I get the chalky matte texture instead of smooth digital?
Add dry brush texture, visible brush strokes, paper tooth, chalky matte finish to the positive prompt and ban smooth gradient, airbrushed, digital painting in the negatives. If it still reads too clean, add a gouache LoRA at 0.7 and drop CFG. The matte texture comes from restraint plus visible-brush tokens, not from adding detail.
Why does my gouache look like watercolor instead?
Transparent-medium words are leaking into the render. Remove any wash, wet, or bleed terms, put transparent watercolor and watercolor bleed into the negative prompt, and raise opaque watercolor weight near the front of the positive. Gouache is defined by opacity, so anything implying thinness has to be actively suppressed.
Can I keep a consistent character across a gouache series?
Yes. Train or reuse a character LoRA for the person and keep the gouache style tokens in the prompt rather than baked into that LoRA. That lets you render the same original adult character in gouache today and reskin them into oil or lineart later. Use ADetailer at low denoise with the gouache tags so fixed faces still read matte.



