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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'sketch cx, an illustration of three women standing on a light brown background. The woman on the left is wearing a striped shirt, striped pants, and white shoes. She has long blonde hair, and is holding a black bag in her left hand. She is also wearing a black t-shirt, and a white plaid skirt. She also has a black backpack on her right shoulder, and she is also carrying a black and white bag on her left shoulder. Her right hand is on her hip, and her left leg is crossed over her right leg. Her left hand is in her pocket, and the right hand has a white and black bag on it. Her hair is long and wavy, and it is tied in a ponytail. She is wearing a white baseball cap, and black shoes. Her shadow is cast on the ground in front of her.'
output:
url: images/1.png
- text: 'sketch cx, a vibrant pink paper is adorned with a pop-up illustration of a womans face, adorned with blue circles. Her hair is styled in a bun, adding a pop of color to the scene. Her eyes are squinted with a smile, while her lips are pursed. Her mouth is slightly open, as if she is screaming. The woman on the left is wearing a kimono, while the woman in the middle is holding a book in her hand. The books title, "STEP NEW!" is written in a bold, blue font. The background is a stark white, with a few blue stars scattered throughout the image.'
output:
url: images/2.png
- text: 'sketch cx, a black and white sketch of three women on a light pink background. The woman on the left is sitting on her knees with her hands on her hips. She is wearing a plaid shirt and black shoes. She has long blonde hair and black eyes. Her hair is styled in a ponytail and she is looking to the right. Her eyes are black and her mouth is slightly open. Her right hand is in her pocket. Her left hand is on her hip. Her jacket is open and she is wearing a polka dot shirt. Her pants are plaid and her hair is long and wavy. Her boots are black.'
output:
url: images/3.png
- text: 'sketch cx, an illustration of four women in a line on a light pink background. The woman on the left is wearing a short skirt with a plaid pattern on it, while the woman in the middle is holding a phone in her hand. The other two women are standing on either side of her, with their arms raised in the air. The third woman is standing on the right, with her legs crossed. The fourth woman is sitting on her knees with her arms outstretched. She has short brown hair, and her hair is styled in a ponytail, and she is wearing glasses on her face. She is also wearing a polka dot dress.'
output:
url: images/4.png
- text: 'Sketch CX, an illustration of three women standing on a light brown background. The woman on the left is wearing a striped shirt, striped pants, and white shoes. She has long blonde hair and is holding a black bag in her left hand. She is also wearing a black t-shirt and a white plaid skirt. Additionally, she has a black backpack on her right shoulder and is carrying a black and white bag on her left shoulder. Her right hand is on her hip, and her left leg is crossed over her right leg. Her left hand is in her pocket, and her right hand is holding a white and black bag. Her hair is long, wavy, and tied in a ponytail. She is wearing a white baseball cap and black shoes. Her shadow is cast on the ground in front of her.'
output:
url: images/5.png
- text: 'Sketch CX, a black and white sketch of three women on a light pink background. The woman on the left is sitting on her knees with her hands on her hips. She is wearing a plaid shirt and black shoes. She has long blonde hair, black eyes, and her hair is styled in a ponytail. She is looking to the right, with her mouth slightly open. Her right hand is in her pocket, while her left hand is on her hip. Her jacket is open, revealing a polka dot shirt underneath. She is wearing plaid pants, and her hair is long and wavy. Her boots are black.'
output:
url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: sketch cx
license: creativeml-openrail-m
---
<Gallery />
# **Model description for Flux-Cx-Sketch-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 | 23 & 2780 |
| Epoch | 18 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 29
## Best Dimensions & Inference
| **Dimensions** | **Aspect Ratio** | **Recommendation** |
|-----------------|------------------|---------------------------|
| 1280 x 832 | 3:1 | Compatible |
| 1024 x 1024 | 1:1 | Default |
## 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-Cx-Sketch-LoRA"
trigger_word = "sketch cx"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Trigger words
You should use `sketch cx` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/strangerzonehf/Flux-Cx-Sketch-LoRA/tree/main) them in the Files & versions tab.
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