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Fix attribution: honest base_model + upstream NOTICE; remove false Zen MoDE/scratch claims

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  1. README.md +15 -27
README.md CHANGED
@@ -1,6 +1,7 @@
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  ---
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  language: en
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  license: apache-2.0
 
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  tags:
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  - image-to-image
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  - zen
@@ -16,49 +17,36 @@ library_name: diffusers
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  Instruction-following image editing model for targeted modifications and inpainting.
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  ## Overview
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- Built on **Zen MoDE (Mixture of Distilled Experts)** architecture with 7B parameters.
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- Developed by [Hanzo AI](https://hanzo.ai) and the [Zoo Labs Foundation](https://zoo.ngo).
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  ## Quick Start
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  ```python
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- from diffusers import AutoPipelineForText2Image
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  import torch
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- model_id = "zenlm/zen-image-edit"
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- pipe = AutoPipelineForText2Image.from_pretrained(model_id, torch_dtype=torch.bfloat16)
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  pipe = pipe.to("cuda")
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-
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- image = pipe("A serene mountain landscape at sunset, photorealistic").images[0]
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- image.save("output.png")
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- ```
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-
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- ## API Access
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-
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- ```python
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- from openai import OpenAI
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-
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- client = OpenAI(base_url="https://api.hanzo.ai/v1", api_key="your-api-key")
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- response = client.images.generate(
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- model="zen-image-edit",
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- prompt="A serene mountain landscape at sunset",
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- size="1024px",
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- )
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- print(response.data[0].url)
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  ```
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  ## Model Details
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  | Attribute | Value |
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  |-----------|-------|
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- | Parameters | 7B |
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- | Architecture | Zen MoDE |
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- | Max Resolution | 1024px |
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  | License | Apache 2.0 |
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- ## License
 
 
 
 
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- Apache 2.0
 
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  ---
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  language: en
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  license: apache-2.0
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+ base_model: Qwen/Qwen-Image-Edit-2509
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  tags:
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  - image-to-image
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  - zen
 
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  Instruction-following image editing model for targeted modifications and inpainting.
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+ Derived from [Qwen/Qwen-Image-Edit-2509](https://huggingface.co/Qwen/Qwen-Image-Edit-2509) (Apache-2.0); repackaged by Zen.
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+
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  ## Overview
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+ This repository repackages Alibaba's Qwen-Image-Edit-2509 (QwenImageEditPlusPipeline, Qwen2.5-VL text encoder). No weights were trained from scratch by Zen.
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+ Developed/repackaged by [Hanzo AI](https://hanzo.ai) and the [Zoo Labs Foundation](https://zoo.ngo).
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  ## Quick Start
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  ```python
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+ from diffusers import QwenImageEditPlusPipeline
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  import torch
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+ pipe = QwenImageEditPlusPipeline.from_pretrained("zenlm/zen-image-edit", torch_dtype=torch.bfloat16)
 
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  pipe = pipe.to("cuda")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
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  ## Model Details
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  | Attribute | Value |
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  |-----------|-------|
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+ | Base model | Qwen/Qwen-Image-Edit-2509 |
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+ | Pipeline | QwenImageEditPlusPipeline |
 
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  | License | Apache 2.0 |
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+ ## License & Attribution
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+
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+ Apache 2.0. This is a derivative repackaging of [Qwen-Image-Edit-2509](https://huggingface.co/Qwen/Qwen-Image-Edit-2509) by Alibaba (Qwen team), released under the Apache License 2.0. All rights and attribution for the underlying model belong to the original authors.
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+
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+ ## NOTICE
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+ This product includes the Qwen-Image-Edit-2509 model developed by Alibaba Cloud (Qwen team), licensed under the Apache License 2.0.