Exactly Illustrative Training
Custom illustrative model training for consistent branded imagery
Exactly Illustrative Training
Custom illustrative model training for consistent branded imagery
Exactly Illustrative Training Overview
Exactly Illustrative Training is a model training workflow for building custom illustrative models from a company's dataset. It fine-tunes the Exactly Illustrative architecture to capture the style of brand assets, then produces a trained model that can be used for consistent text-to-image and image-to-image generation on the platform.
How to Use Exactly Illustrative Training
Overview
Exactly Illustrative Training is a training workflow for creating a custom illustrative model from a company dataset.
It is built for teams that need a reusable model aligned to brand assets, campaign references, product visuals, packaging systems, or other proprietary illustration material. Instead of prompting around a general style each time, the training step produces a dedicated model that carries the visual language of the dataset into downstream image generation.
What It Does
Trains Brand Specific Models
The workflow uses the Exactly Illustrative architecture as a training base so the resulting model reflects the style, tone, composition habits, and visual identity present in the source material.
Covers Multiple Training Outcomes
This kind of training workflow can be used for custom illustrative models and can also map cleanly to broader model-building tasks such as checkpoint fine-tuning or LoRA training when those are exposed through the same platform task type.
Produces a Reusable Inference Model
The output of the training run is a trained model, not just a one-off image batch. That trained model can then be used for repeatable text-to-image and image-to-image workflows with a much closer fit to the dataset style.
Supports Consistency at Scale
This is useful when multiple teams, campaigns, or product surfaces need images that stay visually aligned over time. It reduces the amount of prompt steering required to keep outputs on brand.
Fits Automated Platform Workflows
After training, the resulting custom model is uploaded to the platform so it can be used directly in downstream generation workflows.
Best Fit
- Brand illustration systems
- Marketing and campaign asset production
- Product or packaging visuals that need stylistic continuity
- Teams building a reusable internal image model rather than prompting from a generic style each time
Input and Output
- AIR ID:
exactly:illustrative@training - Input: a company dataset used for style learning and model training
- Output: a trained illustrative model that can be used for image generation on the platform
Notes
- This workflow is about model creation, not one-off image generation.
- The quality and consistency of the resulting model depend heavily on the coherence and quality of the training dataset.
- The resulting trained model is intended to preserve the visual character of the dataset rather than reproduce a broad range of unrelated styles.
More models from Exactly AI
Editorial Line is an illustrative style from Exactly AI that produces clean, refined line-based illustrations with an editorial sensibility. It generates artwork with precise linework and measured compositions, ideal for publishing, magazine visuals, storytelling, and professional editorial content.
Warm Light is a photographic style from Exactly AI that produces images bathed in soft, golden lighting with an inviting warmth. It generates photos with gentle highlights, amber tones, and a cozy atmosphere, perfect for portrait photography, interior visuals, food photography, and lifestyle content that benefits from a naturally warm and welcoming feel.
Grain Film Look is a photographic style from Exactly AI that emulates the look of analog film photography. It generates images with natural film grain, warm color shifts, and the organic imperfections characteristic of 35mm and medium format film, ideal for editorial photography, vintage aesthetics, and projects that benefit from an authentic, nostalgic film quality.
Bright Pulse is a photographic style from Exactly AI that produces images with vivid, energetic lighting and a fresh, modern feel. It generates photos with bright tones, clean highlights, and lively color balance, ideal for product photography, lifestyle content, social media visuals, and projects that need a vibrant, upbeat aesthetic.
Bold Chromatics is an illustrative style from Exactly AI that produces vibrant, high-contrast artwork with striking color palettes. It generates expressive illustrations with bold chromatic choices, ideal for eye-catching visuals, brand illustrations, and creative projects that demand strong visual impact.
Distant Reality is a photographic style from Exactly AI that produces images with a dreamy, surreal quality and an otherworldly atmosphere. It generates photos with soft focus, ethereal lighting, and a sense of detachment from the everyday, suited for conceptual photography, mood boards, and creative projects that aim for an abstract, evocative visual tone.
Graphic Harmony is an illustrative style from Exactly AI that produces balanced, visually cohesive graphic artwork. It generates illustrations with harmonious color relationships and well-structured compositions, well suited for branding, marketing materials, and design projects that require visual consistency.
Extreme Contrast is a photographic style from Exactly AI that produces images with dramatic, high-contrast lighting and deep shadow detail. It generates photos with bold tonal separation and strong visual impact, well suited for portrait photography, dramatic compositions, fashion visuals, and any project that demands a powerful chiaroscuro effect.
Muted Modern is an illustrative style from Exactly AI that produces contemporary artwork with soft, desaturated color palettes and a modern aesthetic. It generates illustrations with understated tones and clean design sensibilities, ideal for modern branding, app visuals, and projects that favor a minimalist, polished look.
Playful Line Adventures is an illustrative style from Exactly AI that produces whimsical, energetic line art with a sense of adventure and fun. It generates illustrations with loose, expressive linework and a lighthearted feel, perfect for children's content, character design, playful branding, and projects that need a sense of joy and movement.
Graphite Creature is an illustrative style from Exactly AI that produces textured, pencil-like artwork with a focus on creature and character design. It generates illustrations with rich graphite shading and organic detail, ideal for concept art, fantasy creatures, character studies, and projects that benefit from a hand-drawn, sketchbook aesthetic.
Earthy Elegance is an illustrative style from Exactly AI that produces artwork with warm, organic earth tones and a refined aesthetic. It generates illustrations with muted natural palettes and elegant compositions, suited for editorial work, nature-themed visuals, and designs that call for a grounded, sophisticated feel.
Monochrome Café is an illustrative style from Exactly AI that produces artwork in warm monochromatic palettes reminiscent of café sketches and ink drawings. It generates illustrations with a cozy, hand-drawn quality using limited tonal ranges, ideal for lifestyle visuals, storyboard art, and projects with a warm, intimate feel.
Dark Comics is an illustrative style from Exactly AI that produces gritty, noir-inspired comic artwork with heavy shadows and dramatic contrast. It generates illustrations with a dark, moody atmosphere and bold compositions, ideal for horror, thriller, dystopian themes, and projects that demand an intense, cinematic comic book aesthetic.
Graphic Novel is an illustrative style from Exactly AI that produces artwork in the tradition of graphic novels and comic books. It generates illustrations with strong ink lines, dramatic shading, and panel-ready compositions, well suited for storytelling, sequential art, comic covers, and projects that call for a bold, narrative-driven visual style.
Journey is a photographic style from Exactly AI that produces images with rich, cinematic tones evoking travel and exploration. It generates photos with warm golden-hour lighting, expansive compositions, and a sense of narrative depth, ideal for travel content, landscape photography, campaign visuals, and storytelling projects with an adventurous spirit.