---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a delicate chocolate soufflé rises above a white ramekin, with a dusting of powdered sugar on top. A silver spoon rests beside the ramekin, catching a glint of light. The soft texture of the soufflé contrasts beautifully with the smooth surface of the ramekin.'
  output:
    url: images/7.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a pyramid of glossy chocolate pralines is arranged in the center. Each praline is topped with a golden sugar pearl, and the surface reflects the soft light, creating a sense of luxury. Scattered around the base are a few cocoa nibs, adding texture and depth to the composition.'
  output:
    url: images/8.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a chocolate gift box with an intricate embossed pattern is tied with a red satin ribbon. The lid is slightly ajar, revealing an assortment of truffles inside. The truffles have unique designs, including swirls, stripes, and gold dust, adding an air of elegance.'
  output:
    url: images/9.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a brown basket is adorned with a brown handle. Inside the basket are a variety of yellow and orange vegetables, arranged in a pile. The vegetables are cut into small pieces, adding a pop of color to the scene. The basket is made up of small, square pieces of wood. The handle of the basket is positioned at the top of the image, adding depth to the composition.'
  output:
    url: images/1.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a light brown ceramic letter "8" is positioned in the center of the frame. The letter is positioned to the right, with a small circular hole in the middle of it. Inside the hole, there is a small, light brown wooden ball, adding a touch of color to the scene. The ball is encased in a smooth, smooth surface, adding depth to the composition. The background is a deep, rich purple, creating a striking contrast to the object.'
  output:
    url: images/2.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a chocolate mug, adorned with the word "Cadbury" is prominently displayed. The mug, positioned in the center of the frame, is adorned with two small, light brown rocks, adding a pop of color to the otherwise monochromatic scene. The coffee mug, a vibrant shade of brown, casts a soft glow on the left side of the mug, adding depth to the composition.'
  output:
    url: images/3.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a 3D rendering of a peanut butter pecan, adorned with a dark brown chocolates in the shape of a roosters head. The pecans head is adorned with three brown beads, adding a touch of warmth to the scene. The background is a deep, rich purple, creating a striking contrast to the pecan.'
  output:
    url: images/4.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a dark chocolate bar with intricate patterns is placed diagonally in the frame. The bar has a glossy surface, with one square broken off, revealing the rich chocolate inside. Sprinkled around the bar are tiny golden flakes, adding a luxurious touch to the composition.'
  output:
    url: images/5.png
- text: 'Xmas Chocolate, Captured from a low-angle perspective on a vibrant purple backdrop, a chocolate-covered strawberry is displayed in the center of the frame. The strawberry is dipped in a thick layer of dark chocolate, with white chocolate drizzle creating a striped pattern. The vibrant red of the strawberry peeks through at the top, adding a pop of color to the composition.'
  output:
    url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Xmas Chocolate
license: creativeml-openrail-m
---
![cdbfdfgxfcbgf.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/Xuvw-siSsWom3nkoHXrWl.png)

<Gallery />

# Model description for Flux-Xmas-3D-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           | 22 & 2700 |
| Epoch                     | 18   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 17 [ Xmas Isometric Kit ]
    
## 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-Chocolate-LoRA"
trigger_word = "Xmas Chocolate"  
pipe.load_lora_weights(lora_repo)

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

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

## Download model

Weights for this model are available in Safetensors format.

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