---
license: other
license_name: bespoke-lora-trained-license
license_link: >-
  https://multimodal.art/civitai-licenses?allowNoCredit=True&allowCommercialUse=Image&allowDerivatives=True&allowDifferentLicense=False
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
- migrated
- style
- cartoon
- once upon a time
- flux style
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: ouat cartoon
widget:
- text: 'Girl with a pearl earring ouat cartoon '
  output:
    url: 58389185.jpeg
- text: American gothic by grant wood ouat cartoon
  output:
    url: 58389746.jpeg
- text: Dr. who next to their TARDIS ouat cartoon
  output:
    url: 58389952.jpeg
- text: >-
    woman with red hair, playing chess at the park, bomb going off in the
    background ouat cartoon 
  output:
    url: 58390257.jpeg
- text: 'A socially awkward potato ouat cartoon '
  output:
    url: 58390425.jpeg
- text: Wonderwoman eating a small bug ouat cartoon
  output:
    url: images/example_azh7t9h5r.png
- text: Rick and Morty ouat cartoon
  output:
    url: images/example_1d9sgqr9t.png
datasets:
- Norod78/OnceUponATime-florence2-captions

---

# Once upon a time (cartoon) style [FLUX] 

<Gallery />



([CivitAI](https://civitai.com/models/1247430?modelVersionId=1426371))

## Model description

<p>Once Upon a Time... ("Il était une fois...") is a French <a target="_blank" rel="ugc" href="https://en.wikipedia.org/wiki/Once_Upon_a_Time...">educational animation</a> franchise.</p><p>Use <em>ouat cartoon</em> in your prompts</p><p>Fine tuned with <a target="_blank" rel="ugc" href="https://www.astria.ai/gallery/tunes/2142990/prompts">Astria AI</a></p><p>A LoRA scale weight of 0.7-1.0 seems to be well</p><p></p><p><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/fcd14503-9c3c-4a3b-923f-b6b35b1e172b/width=525/fcd14503-9c3c-4a3b-923f-b6b35b1e172b.jpeg" /></p><p>I've made the <a rel="ugc" href="https://huggingface.co/datasets/Norod78/OnceUponATime-florence2-captions">Florence-2 captioned Dataset</a> availble on Huggingface</p>

## Trigger words
You should use `ouat cartoon` to trigger the image generation.
    

## Download model

Weights for this model are available in Safetensors format.

[Download](/Norod78/once-upon-a-time-cartoon-style-flux/tree/main) them in the Files & versions tab.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

device = "cuda" if torch.cuda.is_available() else "cpu"

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
pipeline.load_lora_weights('Norod78/once-upon-a-time-cartoon-style-flux-v3', weight_name='ouat_cartoon-OnceUponATimeV3-Flux-2142990.safetensors')
image = pipeline('A socially awkward potato ouat cartoon ').images[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)