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---
license: apache-2.0
---

This lora and workflow is to improve qwen edit consistance issue.

When using qwenvl encode image, it usually facing a random movement of image structure.

To prevent this issue, we use kontext like workflow to only set reference image but not encode image.

Plus using consistance lora to achieve high fidelity image editing.

Comparison:
![image/png](https://cdn-uploads.huggingface.co/production/uploads/63891deed68e37abd59e883f/z16YmVLZ1Pp-89OCkn7KD.png)

If your task requires more consistance, use higher lora strength.

If original model able to output modified image but plus lora is unable to achieve result, try to lower the lora strength.


![image/png](https://cdn-uploads.huggingface.co/production/uploads/63891deed68e37abd59e883f/zDnFBh8S2sIDFySbPzj7O.png)


![image/png](https://cdn-uploads.huggingface.co/production/uploads/63891deed68e37abd59e883f/Zgg7dyD0CHvpCQcWMKOlp.png)