|
--- |
|
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. |
|
|
