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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**
+
+### 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.
+
+## Included Models
+This repository includes:
+
+- **ERNIE-AIO-Base**
+- **ERNIE-AIO-Turbo**
+
+Each version is provided in:
+
+- **BF16**
+- **FP8**
+
+## 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.
+
+## 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 ComfyUI workflow JSON
+- `prompt-enhancer/` contains the ERNIE 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.

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+        "# ERNIE AIO for ComfyUI\n\n## What are the AIO versions?\nThese **All-in-One (AIO)** checkpoints already contain the **image model**, **text encoder**, and **VAE** in a single file.\n\nPlace the `.safetensors` files in:\n`ComfyUI/models/checkpoints`\n\nand load them with **Checkpoint Loader**.\n\n---\n\n## Civitai Releases\n\nIf you prefer the Civitai pages, you can also find the releases here:\n\n- ERNIE-aio-base\n  <https://civitai.red/models/2551548?modelVersionId=2867462>\n- ERNIE-aio-turbo\n  <https://civitai.red/models/2551548?modelVersionId=2868512>\n\n---\n\n## huggingface.co Releases\n\n- ERNIE-aio\n  <https://huggingface.co/SeeSee21/ERNIE-AIO>\n\n---\n\n## Included variants\n- **ERNIE-AIO-Base**\n  - Recommended: **50 steps • CFG 4.0**\n  - Best for more stable, deliberate, high-quality results\n\n- **ERNIE-AIO-Turbo**\n  - Recommended: **8 steps • CFG 1.0**\n  - Best for faster generation and quick iteration\n\n\n- Available as **BF16** and **FP8**\n- In the **FP8** versions, both the **text encoder** and the \n**image model** are **FP8**, while the **VAE** remains **FP32**\n\n---\n\n## Minimal workflow\nYou theoretically only need these 6 nodes to generate an image:\n\n1. **Checkpoint Loader**\n2. **CLIP Text Encode (Prompt)**\n3. **Empty Latent Image**\n4. **KSampler**\n5. **VAE Decode**\n6. **Save Image**\n\nThis workflow already contains those parts plus an **upscale section** and a **Prompt Enhancer** helper.\n\n---\n\n## How to use this workflow\n\n### 1) Select the model\nChoose **ERNIE-AIO-Base** or **ERNIE-AIO-Turbo** in the **Checkpoint Loader**.\n\n### 2) Enter your prompt\nWrite your prompt in the positive prompt box.\nThe models work well with natural language, structured instructions, text rendering and poster / layout style prompts.\n\n### 3) Choose image size\nSet width and height in the **Image Size** section.\n\n### 4) Sampling settings\nUse the recommended settings for the selected model:\n\n- **Base:** 50 steps • CFG 4.0\n- **Turbo:** 8 steps • CFG 1.0\n\n### 5) Generate\nRun the workflow to produce the initial image.\n\n### 6) Optional upscaling\nThe workflow includes **UltimateSDUpscale** and an **upscale model** for higher-resolution output.\nYou can disable or bypass that section if you only want the base generation.\n\n### 7) Save\nThe final result is saved with **Save Image**.\n\n---\n\n## Prompt Enhancer (optional)\nThis workflow also contains a **Prompt Enhancer** section to help rewrite prompts automatically.\nIt is optional and can be used if you want more descriptive or refined prompts.\n\n---\n\n## Notes\n- AIO checkpoints are loaded from `ComfyUI/models/checkpoints`\n- No separate VAE or text encoder loading is required\n- **Base** is recommended for more careful, refined results\n- **Turbo** is recommended for speed and quick iteration\n\n---\n\n## Images inside the workflow\nComfyUI **does not normally embed external PNG files directly inside a Markdown/Note node** in the workflow JSON.\nSo the two promo images are **not embedded into the Note node itself**.\n\nIf your setup supports showing local or external images in markdown, you can reference them manually. Otherwise they are best kept as separate PNG files next to the workflow or uploaded with the model page.\n\n---\n## Custom Nodes in this Workflow\n\nComfyUI Impact Pack\n<https://github.com/ltdrdata/ComfyUI-Impact-Pack>\n\nrgthree-comfy\n<https://github.com/rgthree/rgthree-comfy>\n\nComfyUI_UltimateSDUpscale\n<https://github.com/ssitu/ComfyUI_UltimateSDUpscale>\n\nComfyUI-Lora-Manager\n<https://github.com/willmiao/ComfyUI-Lora-Manager>\n\n\n---\n\n\n## Credits\nThanks to the original **ERNIE-Image** developers at **Baidu**.\n\n- ERNIE-Image\n  <https://huggingface.co/baidu/ERNIE-Image>\n- ERNIE-Image-Turbo\n  <https://huggingface.co/baidu/ERNIE-Image-Turbo>\n- GitHub\n  <https://github.com/baidu/ERNIE-Image>\n"
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