Flux2-Klein-9B-True-V3

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V3 版本有较大提升，基本解决了 V1 / V2 中存在的一些问题，美学和构图有较大改善。详见以下例图：

The version 3 has significant improvements, basically solving some of the issues present in V1/V2, with noticeable enhancements in aesthetics and composition. See the examples below:

1. 不同量化精度出图质量对比，量化损失很小。High-quality quantization parameters, the loss is very low.

   

2. 与官方及旧版模型对比效果。Comparison with the official and old versions.

   

3. V1 - V3 样例与对比。Examples and Comparisons of V1 - V3.

   

4. 仅提示词指令图像编辑。Just use instruct prompt to edit image.

   提示词：给他穿上粗犷的牛仔服外套，敞开着，露出他原来穿的T恤和图案，戴上一顶帽沿上翘的粗皮质牛仔帽，并让他嘴上叼个烟斗，烟斗上有一缕烟雾。保持图片的其它元素不变。

   Prompt: Put him in a rugged denim jacket, open to show the T-shirt and design he was originally wearing, add a thick leather cowboy hat with an upturned brim, and have him holding a smoking pipe with a wisp of smoke. Keep the other elements of the picture unchanged.

   

5. 仅提示词 + LoRA 换头、换装等。Prompt + LoRA to do Tryon / Tryoff and Faceswap.

   提示词：用图2的女士的脸，完全替换掉图1女士的脸。加 bfs_head_v1 LoRA 权重 0.75 (0.6-0.9)。

   Prompt: Use the face of the woman in picture 2 to completely replace the face of the woman in picture 1. (model + lora - bfs_head_v1 weight = 0.75)

   

6. 通过 Mask + LoRA 实现图像的区域精准编辑。Precise regional image editing using Mask + LoRA.

   (提示词和头像图片同上。The prompt and Face picture 2 are the same as above.)

   

使用方法, How to use：

与 V1 / V2 版本模型相同，The same with V1 / V2 vesrion.

或者参考 B 站如下大佬们的视频, Please refer to UP's video as below :

感谢：@T8star-Aix， @AI-KSK， @黑鹤001， @蓝色多脑盒， @初级AAA， @山竹老师AIGC， @炮老师的小课堂， @HyLan_L， @雪煮松风， @冰缘排骨， @暴躁小白兔学AI 以及 @活力网TV， 全平台统一号的 @CommintAI 等一众社区大佬对本模型的各种技术评测、详细使用介绍及进一步微调提升等方面的建议和支持。

Also on: Modelscope

特别致谢，Special thanks：

感谢：@亮亮rayne，@GuangyuanSD 在模型调制优化过程一如既往的给与技术、构图、美学、社群等方面的指导和支持。

Thanks to @亮亮rayne and @GuangyuanSD for their usual guidance and support in the model tuning and optimization process, covering technology, composition, aesthetics, community, and more.

模型许可：

本模型请在遵循 black-forest-labs 公司非商业许可 (FLUX Non-Commercial License) 下使用。

This model falls under the FLUX Non-Commercial License.