SeeSee21/ERNIE-AIO

🖼️ ERNIE AIO for ComfyUI

All-in-One Checkpoints • Base + Turbo • BF16 & FP8 • Text Encoder + VAE Included

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• 📦 Models
• 📋 Workflow
• 📸 ERNIE-AIO-Base
• ⚡ ERNIE-AIO-Turbo
• 🔄 FP8 vs BF16
• ⚙️ Common Settings
• 🗂️ Prompt Enhancer
• 💡 Prompting
• 📥 Downloads
• 📁 Files
• 🙏 Credits

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📦 Models

Model	Style	FP8	BF16	Best For
📸 ERNIE-AIO-Base	Realistic / Structured	✅	✅	High-quality, refined output
⚡ ERNIE-AIO-Turbo	Realistic / Structured	✅	✅	Fast iteration, 8-step generation

All models: Integrated Text Encoder + VAE • Single Checkpoint • No extra loaders needed

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📋 Workflow

File	Description
Workflow/ERNIE-AIO-Upscale.json	Standard ComfyUI workflow with upscaler

✅ A ready-to-use ComfyUI workflow is included in the Workflow/ folder.
✅ Optional Prompt Enhancer files are included in the prompt-enhancer/ folder.

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📸 ERNIE-AIO-Base

The Base version is intended for high-quality, deliberate, and stable generation.

Features: 📖 Strong instruction following • 🖋️ Text rendering • 📐 Structured layouts

Steps: 50  |  CFG: 4.0

Use this version when you want:

• Stronger refinement and more careful rendering
• Full non-turbo quality
• Best results for posters, infographics, and text-heavy layouts

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⚡ ERNIE-AIO-Turbo

The Turbo version is a distilled variant for fast generation and quick iteration.

Features: ⚡ 8-step generation • 🎯 High prompt fidelity • 🚀 Quick turnaround

Steps: 8  |  CFG: 1.0

Use this version when you want:

• Fast output for prototyping and iteration
• Strong visual quality with minimal steps
• Efficient VRAM usage

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🔄 FP8 vs BF16

	🟡 FP8	🌟 BF16
Quality	~95%	100%
File Size	Smaller	Full
Speed	Faster	Standard
VAE	FP32 (stable)	FP32 (stable)
Best For	Daily use	Final renders

Note: The FP8 versions in this repository were quantized by me.
VAE is kept at FP32 in all variants for stable decoding.

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⚙️ Common Settings

# ERNIE-AIO-Base
Steps:    50
CFG:      4.0

# ERNIE-AIO-Turbo
Steps:    8
CFG:      1.0

# Placement (both variants)
ComfyUI/models/checkpoints/

# Loader
Standard "Load Checkpoint" node — no extra VAE or text encoder loader needed

Minimal workflow:

1. Checkpoint Loader
2. CLIP Text Encode (Prompt)
3. Empty Latent Image
4. KSampler
5. VAE Decode
6. Save Image

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🗂️ Prompt Enhancer

An optional Prompt Enhancer is included in the prompt-enhancer/ folder.

• Automatically expands short prompts into richer, more descriptive prompts
• Used by the included workflow
• Fully optional — works without it too

⚠️ Placement: The Prompt Enhancer files must be placed in:

ComfyUI/models/text_encoders/

Not in a prompt-enhancer/ subfolder — place the files directly into text_encoders/.

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💡 Prompting

Natural language works best! These models excel at instruction following and text rendering.

✅ A cinematic movie poster with a bold readable title at the top,
   dramatic lighting, a futuristic skyline in the background,
   and a heroic figure silhouetted against a neon-lit city.

❌ movie poster, city, hero, cinematic, dramatic

ERNIE-Image is especially strong for:

Category	Examples
🎬 Posters & Title Cards	Movie posters, event flyers, title images
☕ Product Ads	Coffee brands, packaging with readable text
📊 Infographics	Labeled sections, structured layouts
💬 Comics	Speech bubbles, panel compositions
🖥️ UI-style Visuals	Interface mockups, app screens
🖼️ Realistic Imagery	Portraits, environments, product shots

For best results, describe:

• Subject & environment
• Composition & layout
• Mood & lighting
• Camera framing
• Any text that should appear in the image

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📥 Downloads

ERNIE-AIO Checkpoints

Model	Precision	CivitAI
⚡ ERNIE-AIO-Turbo	🌟 BF16	Download
⚡ ERNIE-AIO-Turbo	🟡 FP8	Download
📸 ERNIE-AIO-Base	🌟 BF16	Download
📸 ERNIE-AIO-Base	🟡 FP8	Download

All files are also available directly on this HuggingFace page.

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📁 Files

├── ERNIE-AIO-Base-bf16.safetensors        # 📸 Base  — BF16
├── ERNIE-AIO-Base-fp8.safetensors         # 📸 Base  — FP8
├── ERNIE-AIO-Turbo-bf16.safetensors       # ⚡ Turbo — BF16
├── ERNIE-AIO-Turbo-fp8.safetensors        # ⚡ Turbo — FP8
│
├── Workflow/
│   └── ERNIE-AIO-Upscale.json             # 🚀 ComfyUI workflow with upscaler
│
├── prompt-enhancer/                        # 🗂️ Optional Prompt Enhancer files
│
└── images/
    ├── ernie-aio-base.png                  # 📸 Base preview image
    └── ernie-aio-turbo.png                 # ⚡ Turbo preview image

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🙏 Credits

Original Model: Baidu ERNIE-Image Team • Single-Stream DiT • Apache 2.0

AIO Conversion & FP8 Quantization: SeeSee21

Official Sources:

Resource	Link
ERNIE-Image (HuggingFace)	baidu/ERNIE-Image
ERNIE-Image-Turbo (HuggingFace)	baidu/ERNIE-Image-Turbo
GitHub	baidu/ERNIE-Image

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Download → Load Checkpoint → Generate! 🚀

Place in checkpoints/, load with "Load Checkpoint", and generate in seconds!