---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Xmas Illustration: Captured in a cozy indoor setting, a fireplace is adorned with stockings, candy canes, and a garland of holly. A decorated Christmas tree stands beside it with colorful ornaments and twinkling lights. In the foreground, a fluffy orange cat wearing a Santa hat is curled up on a green rug, creating a warm and inviting atmosphere.'
  output:
    url: images/7.png
- text: 'Xmas Illustration: A magical sleigh ride scene with Santa Claus and an elf delivering gifts through a snowy forest. The sleigh glows with golden lights, and the reindeer have bells and red ribbons on their harnesses. The forest is illuminated by moonlight and twinkling stars.'
  output:
    url: images/8.png
- text: 'Xmas Illustration: A quaint, snowy cabin with smoke curling from the chimney. In front of the cabin, a wooden sled filled with presents is parked next to a snow-covered tree. The sky is painted with the colors of a winter sunset. '
  output:
    url: images/9.png
- text: 'Xmas Illustration, Captured from a high-angle perspective on a light pink backdrop, a Christmas tree adorned with Santa Claus and a reindeer. Above the tree, a string of Christmas lights strung across the sky, adding a festive touch to the scene.'
  output:
    url: images/1.png
- text: 'Xmas Illustration, a medium-sized cartoon moose is depicted. The mooses head is encased in a light blue skirt, with a red circle in the center of its mouth. Its eyes are black, and its beak is yellow, while its feet are black. Themoose is adorned with a Santa Claus hat, and a pair of antlers on its head, adding a pop of color to the scene. The background is a stark white, with small gray dots dotting the wall.'
  output:
    url: images/2.png
- text: 'Xmas Illustration, An animated image of Santa Claus holding a teacup in his right hand. He is wearing a red robe and a red hat. He has a white beard and mustache. He also has a pair of glasses on his face. The background is a vibrant red.'
  output:
    url: images/3.png
- text: 'Xmas Illustration, An animated image of a brown reindeer on a light blue background with white snowflakes scattered all over it. The deer has a red nose, black eyes, and brown antlers. The antlers are made up of brown wooden sticks, and are decorated with green and red balls. The eyes are black, and the antlers have white circles on them.'
  output:
    url: images/4.png
- text: 'Xmas Illustration: A pair of penguins are shown ice skating on a frozen lake surrounded by snowy pine trees. One penguin wears a red scarf and a green beanie, while the other dons a blue scarf and earmuffs. The lake reflects the colorful northern lights in the sky, creating a stunning and festive winter scene.'
  output:
    url: images/5.png
- text: 'Xmas Illustration: An animated snowman with a carrot nose, black button eyes, and a top hat is depicted on a snowy hill at twilight. The snowman is holding a broom in one hand, and its scarf is red with green stripes. In the background, a small log cabin emits golden light through its windows, and a starry sky adds a magical touch.'
  output:
    url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Xmas Illustration
license: apache-2.0
---
![dfgdfgbdfbg.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/Gk6Go_eIcubDT4jily29w.png)

<Gallery />

# Model description for Flux-Xmas-Illustration-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           | 24 & 3750 |
| Epoch                     | 20   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 21 [ Flat 2K ]

## 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-Xmas-Illustration-LoRA"
trigger_word = "Xmas Illustration"  
pipe.load_lora_weights(lora_repo)

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

You should use `Xmas Illustration` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

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