<h2 id="generate-images-in-style-of-flux.1-pro-ultra-using-krea2."><span style="background-color:rgb(22, 22, 22);color:rgb(204, 204, 204);font-family:&quot;PingFang SC&quot;, PingFangSC-Medium, &quot;serif&quot;, &quot;Microsoft YaHei&quot;, Helvetica, Arial, &quot;sans-serif&quot;;font-size:14px">Generate images in </span><span style="background-color:rgb(22, 22, 22);color:rgb(230, 73, 128);font-family:&quot;PingFang SC&quot;, PingFangSC-Medium, &quot;serif&quot;, &quot;Microsoft YaHei&quot;, Helvetica, Arial, &quot;sans-serif&quot;;font-size:14px"><strong>style of Flux.1 Pro Ultra</strong></span><span style="background-color:rgb(22, 22, 22);color:rgb(204, 204, 204);font-family:&quot;PingFang SC&quot;, PingFangSC-Medium, &quot;serif&quot;, &quot;Microsoft YaHei&quot;, Helvetica, Arial, &quot;sans-serif&quot;;font-size:14px"> using </span><span style="background-color:rgb(22, 22, 22);color:rgb(64, 192, 87);font-family:&quot;PingFang SC&quot;, PingFangSC-Medium, &quot;serif&quot;, &quot;Microsoft YaHei&quot;, Helvetica, Arial, &quot;sans-serif&quot;;font-size:14px">Krea2</span><span style="background-color:rgb(22, 22, 22);color:rgb(204, 204, 204);font-family:&quot;PingFang SC&quot;, PingFangSC-Medium, &quot;serif&quot;, &quot;Microsoft YaHei&quot;, Helvetica, Arial, &quot;sans-serif&quot;;font-size:14px">.</span></h2><p></p>

Flux Pro Ultra Style

FluxProStyle_qwen21_c1-st6000.safetensors

Qwen Image v1.6000

Krea2 v1.6000

Krea2 v1.3000


# 

## Model Introduction

This model is trained using the [Civision/model training](https://modelscope.ai/civision/modelTraining) environment and computing resources provided by ModelScope.

* Model Type: LoRA
* Base Model: [Qwen/Qwen-Image-2.1](https://modelscope.ai/models/Qwen/Qwen-Image-2.1)
* Training Code: [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio)
* Data amount：79
* Total training steps：6000
* License: Apache-2.0

## Inference Code

Install [DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio):

```bash
pip install diffsynth
```

Inference:

```python
from diffsynth.pipelines.qwen_image_21 import QwenImage21Pipeline, ModelConfig
import torch

pipe = QwenImage21Pipeline.from_pretrained(
    torch_dtype=torch.bfloat16,
    device="cuda",
    model_configs=[
        ModelConfig(model_id="Qwen/Qwen-Image-2.1", origin_file_pattern="transformer/diffusion_pytorch_model*.safetensors"),
        ModelConfig(model_id="Qwen/Qwen-Image-2.1", origin_file_pattern="text_encoder/model*.safetensors"),
        ModelConfig(model_id="Qwen/Qwen-Image-2.1", origin_file_pattern="vae/diffusion_pytorch_model*.safetensors"),
    ],
    processor_config=ModelConfig(model_id="Qwen/Qwen-Image-2.1", origin_file_pattern="processor/"),
)
pipe.load_lora(pipe.dit, ModelConfig(model_id="Trapdaar/FluxProStyle_qwen21", origin_file_pattern="FluxProStyle_qwen21_c1-st6000.safetensors"))

prompt = "a cat"
image = pipe(prompt, seed=0, num_inference_steps=50)
image.save("image.png")
```


Files with SHA256: b3fa7c087e2d82124714b17c00b6d74451820c590508f8ff23330e828438dac1