Adobe Firefly Custom Models — Train AI on Your Own Art Style

Adobe just made something that photographers and illustrators have wanted since AI image generation took off: a way to teach the AI your style, not just describe it.

Firefly Custom Models entered public beta on March 19, 2026, and it changes how creators can use AI image generation in meaningful ways. Instead of typing “cinematic photography in warm tones” and hoping for the best, you upload examples of your own work and Firefly learns from them directly.

What Firefly Custom Models Actually Are

A Custom Model is a personal version of Firefly’s image generator, trained on your images. You pick 10 to 30 examples of your best work — photos, illustrations, character designs — upload them, and Firefly trains a model that captures your visual identity.

Once trained, the model becomes a reusable tool. Any prompt you run through it pulls from what the model learned about your style. A landscape photographer who trains on their moody, high-contrast edits will get AI-generated images that look like their photos, not generic stock imagery.

Adobe supports three types of custom models in this initial public beta:

• Character — for consistent portrayal of people, fictional characters, or faces. Useful for illustrators or concept artists who need a character to look the same across many images.
• Illustration — captures your drawing style, line weight, and colour palette. If you have a signature art style, this model learns it.
• Photographic — learns your editing aesthetic: the tones, contrast, light quality, and atmosphere that define your visual identity as a photographer.

How to Set One Up

The process is simpler than it sounds. Head to firefly.adobe.com, go to Custom Models, and upload your training images. Requirements are specific:

• Between 10 and 30 images
• JPG or PNG format
• Maximum 16:9 aspect ratio
• At least 1,000 pixels in resolution
• Cost: 500 Firefly credits

Firefly credits are included with Adobe Creative Cloud subscriptions, so if you’re already paying for Photoshop or Illustrator, you likely have credits available. Adobe also offers a standalone Firefly Premium plan at around $13.99/month for heavier users.

Training isn’t instant — Adobe processes the images and builds the model, after which it appears in your Firefly library ready to use. Once it’s there, you reference it in any prompt just like you’d reference any other model.

Why This Matters More Than Generic AI Art

The generic AI art problem is real. Tools like Midjourney and DALL-E are impressive, but they tend to produce content that looks like “AI art” — recognisable, somewhat generic, and disconnected from any individual’s creative vision. You can prompt your way toward a style, but the results are inconsistent and the process is frustrating.

Custom Models address this directly by shifting the source of learning from a massive web-scraped dataset to your specific work. The model isn’t approximating your style — it’s trained on the actual output you’ve built your creative identity around.

For working professionals, the applications are clear:

• Brand designers can lock in a company’s visual identity and generate consistent marketing assets without starting from scratch each time.
• Illustrators can produce variations, backgrounds, or concept iterations that feel native to their existing portfolio.
• Photographers can generate complementary images that match their real-world work — useful for composite projects or AI-assisted editing workflows.

Firefly’s Expanding Model Library

Beyond Custom Models, Adobe has significantly expanded the broader Firefly platform. It now includes over 30 partner models alongside Adobe’s own, including tools from Google, OpenAI, Runway, and the newly added Kling — a video generation model that’s been making waves in the creative community.

This positions Firefly less as a single AI image tool and more as a creative hub where you can access different AI capabilities without switching platforms. Video generation, image editing, style training — it’s increasingly a one-stop workspace for AI-assisted creative work.

The Bigger Picture: AI That Personalises Around You

Firefly Custom Models are part of a wider trend in 2026: AI tools that adapt to individuals, not the other way around. We’ve seen this with Google expanding Gemini’s Personal Intelligence to all US users, which connects the AI to your Gmail, Photos, and browser history to give you personalised, context-aware responses. We’ve also seen it with OpenAI’s GPT-5.4 mini and nano, designed for fast, personalised task execution at scale.

Adobe’s approach is specifically about creative identity — making AI serve your visual vision rather than produce something that looks like everything else on the internet.

That said, Custom Models are still in public beta, which means Adobe is actively refining the experience. Some users will find quality varies, especially with smaller image sets. Ten images is the minimum, but 20–30 high-quality, consistent examples generally produce noticeably better results. Be selective about what you upload: mixed styles or inconsistent lighting in your training set will confuse the model.

What This Means for You

If you use Adobe Creative Cloud — even just Photoshop or Lightroom — you already have access. Go to firefly.adobe.com, look for Custom Models, and start experimenting. The 500-credit cost is reasonable for what you get, and the public beta period is the right time to explore before this becomes a standard part of creative workflows.

One thing worth noting that often gets buried: Adobe has been consistent about training Firefly on commercially licensed images from Adobe Stock. That means content you generate — including through Custom Models — is explicitly cleared for commercial use. This isn’t true of every AI image generator, and for professionals, it’s a meaningful distinction.

If you’re new to AI creative tools and aren’t sure where to start, our AI tools discovery page has curated recommendations across different use cases — including tools for designers, photographers, and non-technical creators. We also cover developments like this one in our weekly newsletter if you’d rather have updates come to you.

Adobe Firefly Custom Models aren’t perfect yet. But they’re the right idea, executed with real care for working creatives. Worth trying.