GPT2 x Ink Guochao Solar Terms Poster

At a glance

Model

GPT-image-2

Use cases

Xiaohongshu covers, event posters, WeChat banner headers

Audience

Social media managers, graphic designers, content creators

Problem solved

Having the theme text but not knowing how to create an eye-catching, memorable key visual

Subject

Text, characters, landscape scenery

Core style

Ink Guochao style, ink wash, watercolor painting

Aspect ratio

9:16

Difficulty

Medium; replacing specific variables first ensures higher stability.

Variable replacement guide

Best use cases

A Dragon Boat Festival dragon boat race poster blending modern illustration with traditional Eastern ink wash style. Featuring a unique circular arc dynamic composition, airy negative space, and fresh, bright colors, it overflows with festive vitality and ceremony. It is ideal for Xiaohongshu covers, event posters, and WeChat Official Account banners. Its core value lies in solving the dilemma of 'having the theme text but not knowing how to make a memorable key visual' by locking down the subject and composition first, then swapping out variable details.

Visual style

The stylistic core of 'GPT2 x Ink Guochao Solar Terms Poster' lies in Ink Guochao, traditional ink wash, and watercolor painting. Prioritize observing the vast negative space, hand-drawn paper textures, and strong compositional curves, followed by the hierarchy among text, characters, and scenery. The final output looks like a ready-to-publish graphic asset rather than an experimental sketch.

How to generate a new image

1. 1Copy the complete 'GPT2 x Ink Guochao Solar Terms Poster' prompt, keeping all stylistic, subject, compositional, texture, lighting, and aspect ratio descriptions.
2. 2Modify the Theme, Use, and Aspect Ratio slots first, leaving the style and camera descriptions untouched.
3. 3Generate 2-4 variations with default parameters in GPT-image-2 or your preferred image tool, using a 9:16 aspect ratio as a starting point.
4. 4Evaluate against the target poster: check if the subject is clear, information hierarchy is legible, and colors align with the reference.
5. 5If it drifts, reduce background clutter first, then reinforce core style keywords or adjust the ratio without changing too many variables at once.

Prompt remix example

Theme: Dragon Boat Festival · Changsha Use: Dragon Boat Race 2026 Poster Aspect Ratio: 9:16

Theme: Product Launch Use: Xiaohongshu Cover Aspect Ratio: 4:5

With these changes, the composition retains the Ink Guochao style and solar term layout logic, while the subject, text details, and aspect ratio adjust seamlessly to fit your new marketing scenario.

Create a visual artwork with an Eastern festive illustration vibe centered on a specific theme: The composition features massive clean negative space to convey a sense of breathing. The main subject is not centered and filled, but organized into a strong, sweeping arc motion trajectory, resembling the circular boundary swept out by a broad brushstroke. The main figures move along this arc, and people, objects, or thematic symbols are arranged progressively in rhythm, forming a reading path that enters from the edge of the screen, flows around, and guides the eye back to the empty center. The background utilizes overlapping washes of transparent watercolor and gouache to build layers; the outer ring features light, semi-transparent wide brush marks, flying white, bleeding colors, and dotted pigments, while the inner ring has denser thematic patterns and fine color specks, preserving hand-drawn uneven brushstrokes and paper texture on the borders. Colors are extracted from the theme itself but must maintain a bright, light, clear, and clean high-brightness system: a light-colored background occupies the main area, medium-saturation colors serve as structural colors to map out the circular motion, and a small amount of highly saturated warm colors or thematic accent colors pop out only at the edges of the subject, dots, and key nodes, forming distinct color gradations and festive vitality. The main styling maintains a flat illustration feel with a simple outline and exquisite local details; character proportions have a slightly innocent and narrative quality, with movements uniformly oriented along the arc. If text is added, it should be placed in the negative space as quiet informational anchors, with small typewriter-style explanatory text paired with a classic serif title with sharp contrast in stroke weight, loose letter spacing, and restrained hierarchy that does not overwhelm the main motion. The overall quality should resemble a modern hand-drawn poster on clean Xuan paper or fine-grain canvas, transparent, airy, and ceremonial, avoiding full-bleed crowding, realistic photography feel, dirty vintage filters, and grayish-yellow murky colors. Theme: Product Launch Use: Xiaohongshu Cover Aspect Ratio 4:5

Model and parameter tips

• GPT-image-2：Excellent at Chinese semantic understanding, text typesetting, and complex composition hierarchies. State your subject, canvas size, and usage directly.
• Midjourney：Superb for artistic atmosphere and stylistic weight. Append aspect ratio parameters, but note that Chinese text generation can be unstable.
• FLUX：Highly suited for sharp subjects, photographic textures, and clean graphics. Use natural descriptive language and minimize complex control parameters.

How to improve weak results

• If the main subject in 'GPT2 x Ink Guochao Solar Terms Poster' is not prominent enough, explicitly add terms like 'centered visual focus', 'sharp outlines', or 'massive negative space', or name the specific solar term item.
• If style drift occurs, append 'Ink Guochao style', 'high-contrast values', or 'distinct canvas texture' instead of relying solely on emotional adjectives.
• If the image feels cluttered, strip out background details, edge notes, decorative symbols, and subtitles, keeping only the primary information layer.
• For blurry or chaotic text: shorten the text copy, emphasize loose letter spacing, negative space, and hierarchy, and reduce decorative brush ornaments.
• If the color palette is off, define the main color, background color, lightness, and saturation clearly, avoiding vague terms like 'premium feel' or 'atmospheric'.
• Match ratios to your platform (1:1 / 4:5 / 16:9 / 9:16) while lowering the density of small decorative texts accordingly.