🖼️ ERNIE-AIO

All-in-one ERNIE-Image checkpoints for ComfyUI — Base and Turbo, BF16 and FP8, text encoder and VAE included

🚀 Quick start: put one checkpoint in ComfyUI/models/checkpoints/, load it with Load Checkpoint (no extra VAE or text-encoder loader needed) and generate. Base: 50 steps, CFG 4.0. Turbo: 8 steps, CFG 1.0.

✨ At a glance

Property	Details
🧩 Type	All-in-one checkpoints with integrated text encoder and VAE
🏗️ Base models	baidu/ERNIE-Image and baidu/ERNIE-Image-Turbo
📦 Versions	Base and Turbo, each in BF16 and FP8
🎛️ Settings	Base: 50 steps · CFG 4.0 — Turbo: 8 steps · CFG 1.0
🖋️ Strengths	Instruction following, text rendering, structured layouts
🧰 Workflow	ComfyUI workflow with upscaler in Workflow/

📦 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 include the text encoder and VAE in a single checkpoint, so no extra loaders are needed.

📸 ERNIE-AIO-Base

The Base version is meant 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, or the best results for posters, infographics and text-heavy layouts.

⚡ 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 few steps, or efficient VRAM usage.

🔄 FP8 or BF16?

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

Note: I quantized the FP8 versions in this repository myself. The VAE is kept at FP32 in all variants for stable decoding.

🧩 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.

Minimal workflow: Checkpoint Loader → CLIP Text Encode (Prompt) → Empty Latent Image → KSampler → VAE Decode → Save Image.

🗂️ Prompt Enhancer (optional)

The Prompt Enhancer expands short prompts into richer, more descriptive ones. The included workflow uses it, but everything also works without it.

⚠️ Placement: put the Prompt Enhancer files directly into ComfyUI/models/text_encoders/, not into a prompt-enhancer/ subfolder.

💡 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 and 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 the best results, describe: the subject and environment · the composition and layout · the mood and lighting · the camera framing · any text that should appear in the image.

📥 Downloads

All files are available directly in this repository. The Civitai versions are:

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

📁 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

🙏 Credits

Original model: Baidu ERNIE-Image team (single-stream DiT, Apache-2.0). AIO conversion and FP8 quantization: SeeSee.

Resource	Link
ERNIE-Image (Hugging Face)	baidu/ERNIE-Image
ERNIE-Image-Turbo (Hugging Face)	baidu/ERNIE-Image-Turbo
GitHub	baidu/ERNIE-Image

Download → Load Checkpoint → Generate. 🚀

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🧩 Checkpoints & AIO  ·  🎀 LoRAs  ·  🌐 Civitai  ·  ▶️ YouTube

_{Made with ❤️ by SeeSee}