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support flux highresfix

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Artiprocher
2024-08-19 13:35:27 +08:00
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examples/image_synthesis/README.md
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@@ -2,10 +2,20 @@
Image synthesis is the base feature of DiffSynth Studio. We can generate images with very high resolution.
### Example: FLUX
Example script: [`flux_text_to_image.py`](./flux_text_to_image.py)
|1024*1024 (original)|1024*1024 (classifier-free guidance)|2048*2048 (highres-fix)|
|-|-|-|
|![image_1024](https://github.com/user-attachments/assets/d8e66872-8739-43e4-8c2b-eda9daba0450)|![image_1024_cfg](https://github.com/user-attachments/assets/1073c70d-018f-47e4-9342-bc580b4c7c59)|![image_2048_highres](https://github.com/user-attachments/assets/8719c1a8-b341-48c1-a085-364c3a7d25f0)|
### Example: Stable Diffusion
Example script: [`sd_text_to_image.py`](./sd_text_to_image.py)
LoRA Training: [`../train/stable_diffusion/`](../train/stable_diffusion/)
|512*512|1024*1024|2048*2048|4096*4096|
|-|-|-|-|
|![512](https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/55f679e9-7445-4605-9315-302e93d11370)|![1024](https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/6fc84611-8da6-4a1f-8fee-9a34eba3b4a5)|![2048](https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/9087a73c-9164-4c58-b2a0-effc694143fb)|![4096](https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/edee9e71-fc39-4d1c-9ca9-fa52002c67ac)|
@@ -14,6 +24,8 @@ Example script: [`sd_text_to_image.py`](./sd_text_to_image.py)
Example script: [`sdxl_text_to_image.py`](./sdxl_text_to_image.py)
LoRA Training: [`../train/stable_diffusion_xl/`](../train/stable_diffusion_xl/)
|1024*1024|2048*2048|
|-|-|
|![1024](https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/67687748-e738-438c-aee5-96096f09ac90)|![2048](https://github.com/Artiprocher/DiffSynth-Studio/assets/35051019/584186bc-9855-4140-878e-99541f9a757f)|