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README.md

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----
-pipeline_tag: text-to-image
-tags:
-  - text-to-image
-  - image-generation
-  - diffusion-transformer
-  - dit
-  - comfyui
-  - checkpoint
-  - safetensors
-  - aio
-  - all-in-one
-  - ernie-image
-  - ernie-image-turbo
-  - bf16
-  - fp8
-license: apache-2.0
-widget:
-  - text: "A premium sci-fi poster with readable text, cinematic lighting, and a futuristic city skyline at night."
-  - text: "A clean product advertisement for a coffee brand with readable package text, elegant layout, and warm morning light."
----
-
-# ERNIE AIO for ComfyUI
-**All-in-One Checkpoints • Base + Turbo • BF16 & FP8 • Integrated Text Encoder + VAE**
-
-This repository provides **AIO (All-in-One)** checkpoint versions of **ERNIE-Image** and **ERNIE-Image-Turbo** for **ComfyUI**.
-
-A ready-to-use **ComfyUI workflow** is included in the **`Workflow/`** folder, and the optional **Prompt Enhancer** files are included in the **`prompt-enhancer/`** folder.
-
-These AIO releases are designed for users who prefer a classic **single-checkpoint workflow**.  
-Each checkpoint already contains the **image model**, **text encoder**, and **VAE**, so no separate text encoder or VAE loading is required.
-
-### ERNIE-AIO-Base
-![ERNIE-AIO-Base preview](./images/ernie-aio-base.png)
-
-### ERNIE-AIO-Turbo
-![ERNIE-AIO-Turbo preview](./images/ernie-aio-turbo.png)
-
-## Overview
-This repository provides **AIO (All-in-One)** checkpoint versions of **ERNIE-Image** and **ERNIE-Image-Turbo** for **ComfyUI**.
-
-These AIO releases are designed for users who prefer a classic **single-checkpoint workflow**.  
-Each checkpoint already contains the **image model**, **text encoder**, and **VAE**, so no separate text encoder or VAE loading is required.
-
-
-## Available Files
-
-### Main checkpoints
-- `ERNIE-AIO-Base-bf16.safetensors`
-- `ERNIE-AIO-Base-fp8.safetensors`
-- `ERNIE-AIO-Turbo-bf16.safetensors`
-- `ERNIE-AIO-Turbo-fp8.safetensors`
-
-### Workflow
-- `Workflow/ERNIE-AIO-Upscale.json`
-
-### Prompt Enhancer
-- `prompt-enhancer/` contains the optional ERNIE Prompt Enhancer files used by the workflow
-
-## What “AIO” means here
-The AIO checkpoints are packaged so they can be placed directly in:
-
-`ComfyUI/models/checkpoints`
-
-and loaded with the normal **Checkpoint Loader** node in ComfyUI.
-
-This means you can use a very small workflow such as:
-
-1. **Checkpoint Loader**
-2. **CLIP Text Encode (Prompt)**
-3. **Empty Latent Image**
-4. **KSampler**
-5. **VAE Decode**
-6. **Save Image**
-
-A workflow file may also be included separately for convenience.
-
-## Model Background
-These AIO releases are based on Baidu’s official **ERNIE-Image** family.
-
-According to the official model pages:
-
-- **ERNIE-Image** is an open text-to-image model built on a **single-stream Diffusion Transformer (DiT)** and paired with a lightweight **Prompt Enhancer**
-- **ERNIE-Image-Turbo** is the **distilled** variant, designed for strong fidelity in only **8 inference steps**
-- The official releases emphasize **instruction following**, **text rendering**, and **structured image generation**, making them especially interesting for posters, comics, infographics, UI-like layouts, and other text-heavy or layout-sensitive images
-
-## AIO Variants
-
-### ERNIE-AIO-Base
-The Base version is intended for more deliberate, stable, and higher-quality generation.
-
-**Recommended settings:**
-- **Steps:** 50
-- **CFG:** 4.0
-
-Use this version when you want stronger refinement, more careful rendering, and the full non-turbo experience.
-
-### ERNIE-AIO-Turbo
-The Turbo version is intended for fast generation and quick iteration.
-
-**Recommended settings:**
-- **Steps:** 8
-- **CFG:** 1.0
-
-Use this version when you want faster turnaround while still keeping good prompt fidelity and strong visual output.
-
-## Precision / Quantization Notes
-The **FP8** versions in this repository were quantized by me.
-
-For these FP8 AIO checkpoints:
-
-- **Image model:** FP8
-- **Text encoder:** FP8
-- **VAE:** FP32
-
-This setup was chosen to reduce size and improve practicality while keeping decoding stable.
-
-## Prompt Enhancer
-
-This repository also includes an optional **Prompt Enhancer** in the `prompt-enhancer/` folder.
-
-It can be used with the included workflow to automatically expand short prompts into richer and more descriptive prompts.  
-This is optional, but useful if you want more detailed prompt wording or a more guided workflow experience.
-
-## Prompting
-These models work well with **natural language prompts**.
-
-They are especially suitable for:
-- posters
-- title cards
-- product ads
-- readable text in images
-- structured layouts
-- comics
-- infographics
-- UI-like visuals
-- realistic and stylized imagery
-
-For best results, describe:
-- subject
-- environment
-- composition
-- mood
-- lighting
-- camera framing
-- text that should appear in the image
-
-## Example Prompt Ideas
-- A cinematic movie poster with a bold readable title at the top, dramatic lighting, and a futuristic skyline.
-- A modern coffee advertisement with readable packaging text and a premium warm studio look.
-- A clean infographic with clearly labeled sections and a structured layout.
-- A comic-style scene with readable speech bubbles and strong composition.
-
-## ComfyUI Usage
-Place the checkpoints in:
-
-`ComfyUI/models/checkpoints`
-
-Then load them through **Checkpoint Loader** like a normal checkpoint.
-
-No separate:
-- VAE loader
-- text encoder loader
-- extra model assembly
-
-is required for the AIO versions.
-
-## Repository Structure
-
-- Main AIO checkpoints for **ERNIE-AIO-Base** and **ERNIE-AIO-Turbo**
-- `Workflow/` contains the ready-to-use ComfyUI workflow JSON
-- `prompt-enhancer/` contains the optional Prompt Enhancer files used by the workflow
-- `images/` contains the preview / title images for the Base and Turbo releases
-
-## Civitai Releases
-
-If you prefer the Civitai pages, you can also find the releases here:
-
-- Turbo: https://civitai.red/models/2551548?modelVersionId=2868512
-- Base: https://civitai.red/models/2551548?modelVersionId=2867462
-
-## Limitations
-As with other image generation models:
-
-- text rendering can still vary depending on prompt complexity
-- highly dense typography may require retries
-- prompt phrasing can strongly affect layout quality
-- FP8 variants may behave slightly differently from BF16 variants depending on hardware and workflow
-
-## Intended Use
-These releases are intended for:
-- local image generation in ComfyUI
-- poster and design-style generation
-- readable title images
-- structured compositions
-- users who want a simple all-in-one checkpoint workflow
-
-## Credits
-Huge thanks to the original **ERNIE-Image** team at **Baidu** for releasing the official models.
-
-Official sources:
-- **ERNIE-Image:** https://huggingface.co/baidu/ERNIE-Image
-- **ERNIE-Image-Turbo:** https://huggingface.co/baidu/ERNIE-Image-Turbo
-- **GitHub:** https://github.com/baidu/ERNIE-Image
-
-## License
-This repository is based on the official ERNIE-Image releases, whose Hugging Face model pages list the license as **Apache-2.0**.
-
-## Final Note
-These AIO releases were made to simplify the ERNIE workflow for ComfyUI users.
-
+---
+pipeline_tag: text-to-image
+tags:
+  - text-to-image
+  - image-generation
+  - diffusion-transformer
+  - dit
+  - comfyui
+  - checkpoint
+  - safetensors
+  - aio
+  - all-in-one
+  - ernie-image
+  - ernie-image-turbo
+  - bf16
+  - fp8
+license: apache-2.0
+widget:
+  - text: "A premium sci-fi poster with readable text, cinematic lighting, and a futuristic city skyline at night."
+  - text: "A clean product advertisement for a coffee brand with readable package text, elegant layout, and warm morning light."
+---
+
+# ERNIE AIO for ComfyUI
+**All-in-One Checkpoints • Base + Turbo • BF16 & FP8 • Integrated Text Encoder + VAE**
+
+This repository provides **AIO (All-in-One)** checkpoint versions of **ERNIE-Image** and **ERNIE-Image-Turbo** for **ComfyUI**.
+
+A ready-to-use **ComfyUI workflow** is included in the **`Workflow/`** folder, and the optional **Prompt Enhancer** files are included in the **`prompt-enhancer/`** folder.
+
+These AIO releases are designed for users who prefer a classic **single-checkpoint workflow**.  
+Each checkpoint already contains the **image model**, **text encoder**, and **VAE**, so no separate text encoder or VAE loading is required.
+
+### ERNIE-AIO-Base
+![ERNIE-AIO-Base preview](./images/ernie-aio-base.png)
+
+### ERNIE-AIO-Turbo
+![ERNIE-AIO-Turbo preview](./images/ernie-aio-turbo.png)
+
+## Overview
+This repository provides **AIO (All-in-One)** checkpoint versions of **ERNIE-Image** and **ERNIE-Image-Turbo** for **ComfyUI**.
+
+These AIO releases are designed for users who prefer a classic **single-checkpoint workflow**.  
+Each checkpoint already contains the **image model**, **text encoder**, and **VAE**, so no separate text encoder or VAE loading is required.
+
+
+## Available Files
+
+### Main checkpoints
+- `ERNIE-AIO-Base-bf16.safetensors`
+- `ERNIE-AIO-Base-fp8.safetensors`
+- `ERNIE-AIO-Turbo-bf16.safetensors`
+- `ERNIE-AIO-Turbo-fp8.safetensors`
+
+### Workflow
+- `Workflow/ERNIE-AIO-Upscale.json`
+
+### Prompt Enhancer
+- `prompt-enhancer/` contains the optional ERNIE Prompt Enhancer files used by the workflow
+
+## What “AIO” means here
+The AIO checkpoints are packaged so they can be placed directly in:
+
+`ComfyUI/models/checkpoints`
+
+and loaded with the normal **Checkpoint Loader** node in ComfyUI.
+
+This means you can use a very small workflow such as:
+
+1. **Checkpoint Loader**
+2. **CLIP Text Encode (Prompt)**
+3. **Empty Latent Image**
+4. **KSampler**
+5. **VAE Decode**
+6. **Save Image**
+
+A workflow file may also be included separately for convenience.
+
+## Model Background
+These AIO releases are based on Baidu’s official **ERNIE-Image** family.
+
+According to the official model pages:
+
+- **ERNIE-Image** is an open text-to-image model built on a **single-stream Diffusion Transformer (DiT)** and paired with a lightweight **Prompt Enhancer**
+- **ERNIE-Image-Turbo** is the **distilled** variant, designed for strong fidelity in only **8 inference steps**
+- The official releases emphasize **instruction following**, **text rendering**, and **structured image generation**, making them especially interesting for posters, comics, infographics, UI-like layouts, and other text-heavy or layout-sensitive images
+
+## AIO Variants
+
+### ERNIE-AIO-Base
+The Base version is intended for more deliberate, stable, and higher-quality generation.
+
+**Recommended settings:**
+- **Steps:** 50
+- **CFG:** 4.0
+
+Use this version when you want stronger refinement, more careful rendering, and the full non-turbo experience.
+
+### ERNIE-AIO-Turbo
+The Turbo version is intended for fast generation and quick iteration.
+
+**Recommended settings:**
+- **Steps:** 8
+- **CFG:** 1.0
+
+Use this version when you want faster turnaround while still keeping good prompt fidelity and strong visual output.
+
+## Precision / Quantization Notes
+The **FP8** versions in this repository were quantized by me.
+
+For these FP8 AIO checkpoints:
+
+- **Image model:** FP8
+- **Text encoder:** FP8
+- **VAE:** FP32
+
+This setup was chosen to reduce size and improve practicality while keeping decoding stable.
+
+## Prompt Enhancer
+
+This repository also includes an optional **Prompt Enhancer** in the `text encoder/` folder.
+
+It can be used with the included workflow to automatically expand short prompts into richer and more descriptive prompts.  
+This is optional, but useful if you want more detailed prompt wording or a more guided workflow experience.
+
+## Prompting
+These models work well with **natural language prompts**.
+
+They are especially suitable for:
+- posters
+- title cards
+- product ads
+- readable text in images
+- structured layouts
+- comics
+- infographics
+- UI-like visuals
+- realistic and stylized imagery
+
+For best results, describe:
+- subject
+- environment
+- composition
+- mood
+- lighting
+- camera framing
+- text that should appear in the image
+
+## Example Prompt Ideas
+- A cinematic movie poster with a bold readable title at the top, dramatic lighting, and a futuristic skyline.
+- A modern coffee advertisement with readable packaging text and a premium warm studio look.
+- A clean infographic with clearly labeled sections and a structured layout.
+- A comic-style scene with readable speech bubbles and strong composition.
+
+## ComfyUI Usage
+Place the checkpoints in:
+
+`ComfyUI/models/checkpoints`
+
+Then load them through **Checkpoint Loader** like a normal checkpoint.
+
+No separate:
+- VAE loader
+- text encoder loader
+- extra model assembly
+
+is required for the AIO versions.
+
+## Repository Structure
+
+- Main AIO checkpoints for **ERNIE-AIO-Base** and **ERNIE-AIO-Turbo**
+- `Workflow/` contains the ready-to-use ComfyUI workflow JSON
+- `prompt-enhancer/` contains the optional Prompt Enhancer files used by the workflow
+- `images/` contains the preview / title images for the Base and Turbo releases
+
+## Civitai Releases
+
+If you prefer the Civitai pages, you can also find the releases here:
+
+- Turbo: https://civitai.red/models/2551548?modelVersionId=2868512
+- Base: https://civitai.red/models/2551548?modelVersionId=2867462
+
+## Limitations
+As with other image generation models:
+
+- text rendering can still vary depending on prompt complexity
+- highly dense typography may require retries
+- prompt phrasing can strongly affect layout quality
+- FP8 variants may behave slightly differently from BF16 variants depending on hardware and workflow
+
+## Intended Use
+These releases are intended for:
+- local image generation in ComfyUI
+- poster and design-style generation
+- readable title images
+- structured compositions
+- users who want a simple all-in-one checkpoint workflow
+
+## Credits
+Huge thanks to the original **ERNIE-Image** team at **Baidu** for releasing the official models.
+
+Official sources:
+- **ERNIE-Image:** https://huggingface.co/baidu/ERNIE-Image
+- **ERNIE-Image-Turbo:** https://huggingface.co/baidu/ERNIE-Image-Turbo
+- **GitHub:** https://github.com/baidu/ERNIE-Image
+
+## License
+This repository is based on the official ERNIE-Image releases, whose Hugging Face model pages list the license as **Apache-2.0**.
+
+## Final Note
+These AIO releases were made to simplify the ERNIE workflow for ComfyUI users.
+
 Load checkpoint, write prompt, sample, decode, save.