cyberdelia/CyberRealistic_Ernie-Image_Turbo

CyberRealistic Ernie-Image Turbo

CyberRealistic Ernie-Image Turbo is a fast, experimental CyberRealistic take on Baidu ERNIE-Image-Turbo — a distilled text-to-image model designed to produce strong results in as little as 8 steps.

This is not a slow, overly precious showroom build. It is a compact little idea machine: fast enough to test concepts without making coffee between generations, capable enough to produce unexpectedly strong results, and weird enough to stay interesting.

Built on the ERNIE-Image-Turbo foundation, this model is especially useful for rapid iteration, stylized compositions, poster-like images, text-heavy layouts, cinematic experiments, and general-purpose image generation.

It also inherits one of the most interesting strengths of the ERNIE-Image family: unusually capable text rendering inside images, including support for prompts and visual text in both English and Chinese.

Welcome back to the lab.

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Model Details

Item	Details
Model Type	Text-to-Image Generation
Base Model	Baidu ERNIE-Image-Turbo
Model Family	ERNIE-Image / Single-stream Diffusion Transformer
Recommended Inference Steps	8
Recommended CFG	1.0
VAE	Flux 2 VAE
Format	safetensors
Primary Workflow	ComfyUI
Creator	Cyberdelia
License	Apache License 2.0

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Features

• Fast Generation — Designed for strong output quality in only 8 inference steps.
• CyberRealistic Flavor — Tuned toward expressive, visually striking results with a realistic and cinematic leaning.
• Text Rendering Strength — Particularly useful for posters, signage, covers, labels, editorial layouts, and text-integrated compositions.
• English and Chinese Prompt Support — Suitable for bilingual experimentation and visual design tasks.
• Rapid Iteration Friendly — Great for quickly testing ideas, visual directions, concepts, and composition variants.
• Wide Visual Range — Useful for realistic photography, stylized imagery, cinematic scenes, design work, and strange experiments that should probably not work but somehow do.

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Recommended Settings

Parameter	Recommended Value
Steps	8
CFG Scale	1.0
Resolution	Start at 1024 × 1024
VAE	flux2-vae.safetensors
Workflow	ERNIE-Image-Turbo compatible ComfyUI workflow

Standard ComfyUI Components

A typical ERNIE-Image-Turbo setup uses:

ComfyUI/
├── models/
│   ├── diffusion_models/
│   │   └── cyberrealistic-ernie-image-turbo.safetensors
│   ├── text_encoders/
│   │   ├── ministral-3-3b.safetensors
│   │   └── ernie-image-prompt-enhancer.safetensors
│   └── vae/
│       └── flux2-vae.safetensors

Depending on your workflow, the Prompt Enhancer may be optional, but it can be useful when working from shorter or less structured prompts.

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What This Model Is Good At

CyberRealistic Ernie-Image Turbo is especially useful for:

• Fast concept testing
• Realistic and cinematic imagery
• Poster and cover-style compositions
• Signage, labels, typography, and text-heavy visuals
• Stylized character scenes
• Editorial and advertising-like images
• Multi-element compositions
• General-purpose prompt experimentation
• Generating far too many test images because 8 steps is dangerously convenient

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Prompting Notes

This model does not need a wall of quality tags to produce interesting images. Clear descriptions generally work better than stacking the usual prompt soup.

Try describing:

• The subject
• The setting
• The camera angle or composition
• Lighting and mood
• Clothing, materials, or textures
• Any visible text that should appear in the image

For images containing text, use quotation marks and be clear about placement.

Example Prompt — Cinematic Portrait

A cinematic close-up photograph of an adult woman standing beneath a neon-lit bus shelter during a rainy evening, wet dark hair tucked behind one ear, black leather jacket with visible water droplets, soft red and blue reflections across her face, shallow depth of field, realistic skin texture, distant traffic lights blurred in the background.

Example Prompt — Poster With Text

A retro travel poster for a fictional coastal city at sunset, warm orange sky, white art-deco hotel overlooking the ocean, palm trees bending gently in the breeze, clean illustrated composition. At the top, large elegant lettering reads: "PORT AZURE". At the bottom, smaller text reads: "Summer Never Ends".

Example Prompt — Product Advertisement

A premium studio advertisement for a dark glass perfume bottle resting on black volcanic stone, soft golden rim lighting, delicate mist in the background, luxury editorial styling. Above the bottle, refined white serif text reads: "NOIR ÉLECTRIQUE". Below it, smaller text reads: "Eau de Parfum".

Example Prompt — Stylized Experiment

A surreal fashion editorial photograph of an adult woman wearing a dress made from translucent circuit boards and dried flowers, standing inside an abandoned greenhouse overtaken by blue vines, shafts of morning light through broken glass, realistic facial details, dreamlike atmosphere, high texture detail.

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What This Is Not

❌ Not trained on alien technology recovered from Area 51
❌ Not guaranteed to survive masterpiece, ultra detailed, 8k, cinematic spam
❌ It will not fix your anatomy addiction
❌ It cannot read your mind when your prompt says only girl standing
❌ It will not increase your GPU VRAM through sheer determination
❌ It is not powered by dark magic, quantum computing, or caffeine
❌ It may occasionally generate hands forged in another dimension
❌ Not responsible for sudden prompt addiction
❌ Side effects may include generating 400 test images at 3 AM

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So… What Is This Then?

✅ A weird little experimental CyberRealistic project
✅ A fast ERNIE-Image-Turbo based model made for exploration
✅ Quick enough to make testing ideas genuinely enjoyable
✅ Especially interesting for text-heavy compositions and design-like images
✅ Surprisingly capable for such a fast workflow
✅ Released because experiments are much more fun when shared

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Notes and Limitations

• This is an experimental release. Results may vary depending on prompt structure, workflow, resolution, and supporting model components.
• Typography is one of the strengths of the underlying model family, but generated text may still contain errors, especially with very dense layouts, small text, or complex wording.
• Anatomy, hands, tiny details, and highly crowded scenes can still fail. The machine is fast; it is not a wizard.
• For best results, begin with the recommended 8-step Turbo workflow and adjust from there.

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Credits

Based on ERNIE-Image-Turbo by the ERNIE-Image team at Baidu.

This model would not exist without the original ERNIE-Image-Turbo release and its surrounding open ecosystem.

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License

This model is released under the Apache License 2.0, following the license of the upstream ERNIE-Image project.

Please review the license terms before redistribution or commercial use.