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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'ylw realism, Captured at eye-level, a close-up shot of a young man with curly blonde hair stands against a backdrop of a light blue sky. The mans face is angled slightly to the left, with a slight smile on his face. His eyes are slightly open, as if he is looking to the right. His hair is a mix of brown and white, and his sweater is draped over his shoulders. The sweaters sweater is a blend of red and white stripes, and the sweaters collar is a darker shade of red.'
output:
url: >-
images/R1.png
- text: 'ylw realism, a close-up shot captures a young woman with long brown hair, wearing a mustard colored turtleneck and a yellow hat. Her left hand is resting on her head, adding a pop of color to the scene. The backdrop is a light blue, creating a stark contrast to the womans face.'
output:
url: >-
images/R2.png
- text: 'ylw realism, a young woman stands with her left hand on her hip. She is wearing a short-sleeved navy blue t-shirt with a white collar. The word "Welby" is embroidered in white on the front of the shirt. Her hair is long and wavy, and her lips are pursed. Her jeans are a light blue denim with a zipper on the side. The backdrop is a stark white wall.'
output:
url: >-
images/R3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: ylw realism
license: creativeml-openrail-m
---
<Gallery />
**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
## Model description
**strangerzonehf/Flux-YWL-Realism-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 | 26 & 3100 |
| Epoch | 23 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 22 [ Hi-Res ]
## Best Dimensions
- 768 x 1024 (Best)
- 1024 x 1024 (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-YWL-Realism-LoRA"
trigger_word = "ylw realism"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Trigger words
You should use `ylw realism` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/strangerzonehf/Flux-YWL-Realism-LoRA/tree/main) them in the Files & versions tab.
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