---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- Claymation
widget:
- text: >-
    Claymation, Captured from a high-angle perspective on a vibrant yellow
    backdrop, a medium-sized cartoon monkey is posed in front of the viewer. The
    monkey is adorned with a brown head, a brown vest, and brown pants. Its arms
    are draped over its chest, adding a touch of balance to the scene. A yellow
    bottle with a yellow label, adorned with the word "MONKEY" is positioned to
    the left of the monkey, positioned in a way that creates a stark contrast to
    the monkeys body. The bottles cap, a yellowish-orange color, adds a pop of
    color to the composition. Three bananas are arranged to the bottom right
    corner of the frame.
  output:
    url: images/1.png
- text: >-
    Claymation, a small cartoon figure stands against a stark white backdrop.
    The figures face is adorned with a black t-shirt, gray shorts, black shoes,
    and a pair of white socks. The head of the figure is adorned in a light
    brown beanie with a white patch on it that reads "KUBO". The figure is
    holding a wooden baseball bat in its left hand, with the word "OKUBO"
    written on it in black.
  output:
    url: images/3.png
- text: >-
    Claymation, a medium-sized cartoon figure stands against a stark yellow
    backdrop. The figures head is adorned with a gold crown, adorned with small
    gold dots, adding a pop of color to the scene. Its eyes are wide open,
    revealing a glimpse of black eyebrows and black eyelashes. Its head is
    encircled by a gold ribbon, adding depth to the composition. Its outfit is
    adorned in a cream-colored dress with a brown belt, adding to the overall
    composition.
  output:
    url: images/2.png
- text: >-
    Claymation, a small cartoon figure stands against a stark white backdrop.
    The figures face is adorned with black eyes, a black headband, and a pair of
    red shorts with a white belt tied around the waist. The word "KUBO" is
    written in black letters on the chest of the figure, along with the word
    "UBO" in a smaller font. A life preserver is in its right hand, adding a
    touch of color to the figure.
  output:
    url: images/4.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Claymation
license: creativeml-openrail-m
---
![clay.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/RQ7BhPk1nGo03cOTCxoKC.png)

<Gallery />

## Model description for Flux-Ghibli-Art-LoRA

Image Processing Parameters 

| Parameter                 | Value  | Parameter                 | Value  |
|---------------------------|--------|---------------------------|--------|
| LR Scheduler              | constant | Noise Offset              | 0.03   |
| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
| Network Dim               | 64     | Multires Noise Iterations | 10     |
| Network Alpha             | 32     | Repeat & Steps           | 16 & 2000 |
| Epoch                     | 10   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 17

## Best Dimensions & Inference

| **Dimensions** | **Aspect Ratio** | **Recommendation**       |
|-----------------|------------------|---------------------------|
| 1280 x 832      | 3:2              | Best                     |
| 1024 x 1024     | 1:1              | Default                  |

### Inference Range

- **Recommended Inference Steps:** 30–35

## Setting Up
```python
import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Flux-Claymation-XC-LoRA"
trigger_word = "Claymation"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `Claymation` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/strangerzonehf/Flux-Claymation-XC-LoRA/tree/main) them in the Files & versions tab.