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  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-muted-surreal-storybook-lora/resolve/main/fal-dark.png">
  <img src="https://huggingface.co/ilkerzgi/krea-2-muted-surreal-storybook-lora/resolve/main/fal-light.png" alt="fal" height="18">
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# Muted Surreal Storybook

**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).

A **Krea 2** style LoRA. Add the trigger **`muted surreal storybook style`** to the end of your prompt.

[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)

<Gallery />

## Quick start

| Parameter | Value |
|-----------|-------|
| Trigger | `muted surreal storybook style` |
| Recommended LoRA scale | `1.0` to `1.25` |
| Base model | `krea/Krea-2-Turbo` |
| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |

## Inference on fal

### Python
```python
import fal_client

result = fal_client.subscribe(
    "fal-ai/krea-2/turbo/lora",
    arguments={
        "prompt": "a lighthouse on a rocky cliff. muted surreal storybook style",
        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-muted-surreal-storybook-lora/resolve/main/muted-surreal-storybook.safetensors", "scale": 1.0}],
        "image_size": {"width": 1024, "height": 1280},
    },
)
print(result["images"][0]["url"])
```

### JavaScript
```js
import { fal } from "@fal-ai/client";

const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
  input: {
    prompt: "a lighthouse on a rocky cliff. muted surreal storybook style",
    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-muted-surreal-storybook-lora/resolve/main/muted-surreal-storybook.safetensors", scale: 1.0 }],
    image_size: { width: 1024, height: 1280 },
  },
});
console.log(data.images[0].url);
```

## Train your own on fal

Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:

```python
import fal_client

result = fal_client.subscribe(
    "fal-ai/krea-2-trainer",
    arguments={
        "images_data_url": "https://.../your-dataset.zip",
        "trigger_phrase": "muted surreal storybook style",
        "steps": 100,
        "learning_rate": 0.00035,
    },
)
print(result)
```

## License

Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).

## ComfyUI

A ComfyUI-compatible copy of the weights is included in this repo: **`muted-surreal-storybook-comfy.safetensors`**. It is the
exact same LoRA with the key prefix remapped (`base_model.model.` to `diffusion_model.`) so
ComfyUI loads it directly. Download that file into `ComfyUI/models/loras/` and use it like
any other LoRA. The original `muted-surreal-storybook.safetensors` is for [fal](https://fal.ai) / diffusers.




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