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@@ -343,21 +343,22 @@ Example code for FLUX.2 is available at: [/examples/flux2/](/examples/flux2/)
| Model ID | Inference | Low-VRAM Inference | Full Training | Full Training Validation | LoRA Training | LoRA Training Validation |
|-|-|-|-|-|-|-|
|[black-forest-labs/FLUX.2-dev](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-dev)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/FLUX.2-dev.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/FLUX.2-dev.py)|-|-|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/lora/FLUX.2-dev.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_lora/FLUX.2-dev.py)|
|[black-forest-labs/FLUX.2-klein-4B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-4B)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/FLUX.2-klein-4B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/FLUX.2-klein-4B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/FLUX.2-klein-4B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/FLUX.2-klein-4B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/lora/FLUX.2-klein-4B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_lora/FLUX.2-klein-4B.py)|
|[black-forest-labs/FLUX.2-klein-9B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-9B)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/FLUX.2-klein-9B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/FLUX.2-klein-9B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/FLUX.2-klein-9B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/FLUX.2-klein-9B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/lora/FLUX.2-klein-9B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_lora/FLUX.2-klein-9B.py)|
|[black-forest-labs/FLUX.2-klein-base-4B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-base-4B)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/FLUX.2-klein-base-4B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/FLUX.2-klein-base-4B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/FLUX.2-klein-base-4B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/FLUX.2-klein-base-4B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/lora/FLUX.2-klein-base-4B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_lora/FLUX.2-klein-base-4B.py)|
|[black-forest-labs/FLUX.2-klein-base-9B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-base-9B)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/FLUX.2-klein-base-9B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/FLUX.2-klein-base-9B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/FLUX.2-klein-base-9B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/FLUX.2-klein-base-9B.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/lora/FLUX.2-klein-base-9B.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_lora/FLUX.2-klein-base-9B.py)|
|[DiffSynth-Studio/Template-KleinBase4B-Aesthetic](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Aesthetic.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Aesthetic.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Aesthetic.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Aesthetic.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Brightness](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Brightness)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Brightness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Brightness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Brightness.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Brightness.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-ControlNet](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ControlNet)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-ControlNet.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-ControlNet.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-ControlNet.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-ControlNet.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Edit](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Edit)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Edit.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Edit.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Edit.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Edit.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Inpaint](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Inpaint)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Inpaint.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Inpaint.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Inpaint.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Inpaint.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-PandaMeme](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-PandaMeme.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-PandaMeme.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-PandaMeme.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-PandaMeme.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Sharpness](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Sharpness)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Sharpness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Sharpness.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Sharpness.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Sharpness.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-SoftRGB](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-SoftRGB.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-SoftRGB.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-SoftRGB.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-SoftRGB.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Upscaler](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Upscaler)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-Upscaler.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Upscaler.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-Upscaler.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-Upscaler.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-ContentRef](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference/Template-KleinBase4B-ContentRef.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_inference_low_vram/Template-KleinBase4B-ContentRef.py)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/full/Template-KleinBase4B-ContentRef.sh)|[code](https://github.com/modelscope/DiffSynth-Studio/blob/main/examples/flux2/model_training/validate_full/Template-KleinBase4B-ContentRef.py)|-|-|
|[black-forest-labs/FLUX.2-dev](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-dev)|[code](/examples/flux2/model_inference/FLUX.2-dev.py)|[code](/examples/flux2/model_inference_low_vram/FLUX.2-dev.py)|-|-|[code](/examples/flux2/model_training/lora/FLUX.2-dev.sh)|[code](/examples/flux2/model_training/validate_lora/FLUX.2-dev.py)|
|[black-forest-labs/FLUX.2-klein-4B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-4B)|[code](/examples/flux2/model_inference/FLUX.2-klein-4B.py)|[code](/examples/flux2/model_inference_low_vram/FLUX.2-klein-4B.py)|[code](/examples/flux2/model_training/full/FLUX.2-klein-4B.sh)|[code](/examples/flux2/model_training/validate_full/FLUX.2-klein-4B.py)|[code](/examples/flux2/model_training/lora/FLUX.2-klein-4B.sh)|[code](/examples/flux2/model_training/validate_lora/FLUX.2-klein-4B.py)|
|[black-forest-labs/FLUX.2-klein-9B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-9B)|[code](/examples/flux2/model_inference/FLUX.2-klein-9B.py)|[code](/examples/flux2/model_inference_low_vram/FLUX.2-klein-9B.py)|[code](/examples/flux2/model_training/full/FLUX.2-klein-9B.sh)|[code](/examples/flux2/model_training/validate_full/FLUX.2-klein-9B.py)|[code](/examples/flux2/model_training/lora/FLUX.2-klein-9B.sh)|[code](/examples/flux2/model_training/validate_lora/FLUX.2-klein-9B.py)|
|[black-forest-labs/FLUX.2-klein-base-4B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-base-4B)|[code](/examples/flux2/model_inference/FLUX.2-klein-base-4B.py)|[code](/examples/flux2/model_inference_low_vram/FLUX.2-klein-base-4B.py)|[code](/examples/flux2/model_training/full/FLUX.2-klein-base-4B.sh)|[code](/examples/flux2/model_training/validate_full/FLUX.2-klein-base-4B.py)|[code](/examples/flux2/model_training/lora/FLUX.2-klein-base-4B.sh)|[code](/examples/flux2/model_training/validate_lora/FLUX.2-klein-base-4B.py)|
|[black-forest-labs/FLUX.2-klein-base-9B](https://www.modelscope.cn/models/black-forest-labs/FLUX.2-klein-base-9B)|[code](/examples/flux2/model_inference/FLUX.2-klein-base-9B.py)|[code](/examples/flux2/model_inference_low_vram/FLUX.2-klein-base-9B.py)|[code](/examples/flux2/model_training/full/FLUX.2-klein-base-9B.sh)|[code](/examples/flux2/model_training/validate_full/FLUX.2-klein-base-9B.py)|[code](/examples/flux2/model_training/lora/FLUX.2-klein-base-9B.sh)|[code](/examples/flux2/model_training/validate_lora/FLUX.2-klein-base-9B.py)|
|[DiffSynth-Studio/Template-KleinBase4B-Aesthetic](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Aesthetic)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Aesthetic.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Aesthetic.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Aesthetic.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Aesthetic.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Brightness](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Brightness)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Brightness.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Brightness.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Brightness.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Brightness.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Age](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Age)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Age.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Age.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Age.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Age.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-ControlNet](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ControlNet)|[code](/examples/flux2/model_inference/Template-KleinBase4B-ControlNet.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-ControlNet.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-ControlNet.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-ControlNet.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Edit](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Edit)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Edit.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Edit.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Edit.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Edit.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Inpaint](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Inpaint)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Inpaint.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Inpaint.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Inpaint.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Inpaint.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-PandaMeme](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-PandaMeme)|[code](/examples/flux2/model_inference/Template-KleinBase4B-PandaMeme.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-PandaMeme.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-PandaMeme.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-PandaMeme.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Sharpness](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Sharpness)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Sharpness.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Sharpness.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Sharpness.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Sharpness.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-SoftRGB](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-SoftRGB)|[code](/examples/flux2/model_inference/Template-KleinBase4B-SoftRGB.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-SoftRGB.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-SoftRGB.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-SoftRGB.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-Upscaler](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-Upscaler)|[code](/examples/flux2/model_inference/Template-KleinBase4B-Upscaler.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-Upscaler.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-Upscaler.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-Upscaler.py)|-|-|
|[DiffSynth-Studio/Template-KleinBase4B-ContentRef](https://www.modelscope.cn/models/DiffSynth-Studio/Template-KleinBase4B-ContentRef)|[code](/examples/flux2/model_inference/Template-KleinBase4B-ContentRef.py)|[code](/examples/flux2/model_inference_low_vram/Template-KleinBase4B-ContentRef.py)|[code](/examples/flux2/model_training/full/Template-KleinBase4B-ContentRef.sh)|[code](/examples/flux2/model_training/validate_full/Template-KleinBase4B-ContentRef.py)|-|-|
</details>