metadata
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: >-
2D Aura, a white cat is facing to the right of a pink butterfly. The cats
face is angled towards the left of the frame, while the butterfly is
facing away from the cat. The butterflys body is positioned in front of a
blue wall, creating a stark contrast to the cats body and the butterflys
wings. The background is blurred, adding depth to the scene.
output:
url: images/111.png
- text: >-
2D Aura, a silhouette of a persons head is visible. The persons silhouette
is positioned in front of a stark white background. The silhouette of the
persons face is visible, with a red light in the upper right corner of the
image. The white rabbit is facing to the right, with its head facing
towards the left. The rabbits ears are pointed up, and its nose and ears
are slightly bent. The background is a pale pink, adding a pop of color to
the scene.
output:
url: images/222.png
- text: >-
2D Aura, the silhouette of a mans head is visible against a pink and
purple background. The mans silhouette is positioned in a way that creates
a stark contrast to the foreground, while the background is a solid pink.
The silhouette of the mans neck and shoulders is visible in the bottom
left corner of the frame, adding a touch of depth to the composition. The
lighting is subdued, creating a sense of depth and composition.
output:
url: images/333.png
- text: >-
2D Aura, a small blue bird perches on the edge of a rusted fence. Its
wings are folded neatly, and it gazes toward a soft yellow horizon. The
background fades into a gradient of lavender and cream, blurring slightly
to emphasize the bird’s form. A shadow of a distant tree subtly
silhouettes in the top right corner.
output:
url: images/444.png
- text: >-
2D Aura, the silhouette of a tree stands to the left of the frame,
branches sprawling wide against a pale gradient sky transitioning from
mint to soft rose. A paper kite, caught in the upper branches, dangles
with one tail caught on a twig. The distant mountains are suggested only
by a faint line of color change near the bottom.
output:
url: images/555.png
- text: >-
2D Aura, the outline of a foxs head appears in profile, facing left. Its
figure is washed in a warm coral orange, contrasting with a cool indigo
background. A faint shimmer of stars dots the top half of the image,
adding a dreamlike stillness. The fox’s ear is tilted slightly back, as if
listening to the silence.
output:
url: images/666.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 2D Aura
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
2DAura-Flux
- Prompt
- 2D Aura, a white cat is facing to the right of a pink butterfly. The cats face is angled towards the left of the frame, while the butterfly is facing away from the cat. The butterflys body is positioned in front of a blue wall, creating a stark contrast to the cats body and the butterflys wings. The background is blurred, adding depth to the scene.
- Prompt
- 2D Aura, a silhouette of a persons head is visible. The persons silhouette is positioned in front of a stark white background. The silhouette of the persons face is visible, with a red light in the upper right corner of the image. The white rabbit is facing to the right, with its head facing towards the left. The rabbits ears are pointed up, and its nose and ears are slightly bent. The background is a pale pink, adding a pop of color to the scene.
- Prompt
- 2D Aura, the silhouette of a mans head is visible against a pink and purple background. The mans silhouette is positioned in a way that creates a stark contrast to the foreground, while the background is a solid pink. The silhouette of the mans neck and shoulders is visible in the bottom left corner of the frame, adding a touch of depth to the composition. The lighting is subdued, creating a sense of depth and composition.
- Prompt
- 2D Aura, a small blue bird perches on the edge of a rusted fence. Its wings are folded neatly, and it gazes toward a soft yellow horizon. The background fades into a gradient of lavender and cream, blurring slightly to emphasize the bird’s form. A shadow of a distant tree subtly silhouettes in the top right corner.
- Prompt
- 2D Aura, the silhouette of a tree stands to the left of the frame, branches sprawling wide against a pale gradient sky transitioning from mint to soft rose. A paper kite, caught in the upper branches, dangles with one tail caught on a twig. The distant mountains are suggested only by a faint line of color change near the bottom.
- Prompt
- 2D Aura, the outline of a foxs head appears in profile, facing left. Its figure is washed in a warm coral orange, contrasting with a cool indigo background. A faint shimmer of stars dots the top half of the image, adding a dreamlike stillness. The fox’s ear is tilted slightly back, as if listening to the silence.
Model description for 2D Aura
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 & 3050 |
| Epoch | 23 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 18
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
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/2DAura-Flux"
trigger_word = "2D Aura"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use 2D Aura to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.