|
--- |
|
tags: |
|
- text-to-image |
|
- lora |
|
- diffusers |
|
- template:diffusion-lora |
|
- SD3.5 |
|
- minimal-blacked |
|
- visual-design |
|
- stable-diffusion |
|
widget: |
|
- text: >- |
|
A vibrant blue lightning bolt logo is depicted against a solid blacked |
|
background. The lightning bolt is sharp and angular, with glowing blue edges |
|
that appear to radiate energy. Small electric sparks surround the bolt, |
|
adding dynamic movement to the design. The contrast between the bold blue |
|
and the deep black background creates a powerful and electrifying effect, |
|
making the logo stand out vividly. |
|
output: |
|
url: images/q1.webp |
|
- text: >- |
|
A sleek red flame logo is depicted against a deep blacked background. The |
|
flame has sharp, curved edges that taper to a fine point, with subtle |
|
gradients of red and orange, giving it a glowing, realistic effect. Small |
|
embers flicker around the flame, adding movement and intensity. The striking |
|
contrast between the fiery red and the dark black background creates a bold |
|
and captivating image that feels both warm and powerful. |
|
output: |
|
url: images/q2.webp |
|
- text: >- |
|
A bold silver gear logo is depicted against a solid blacked background. The |
|
gear has sharp, metallic edges and intricate inner details that give it a |
|
realistic, industrial look. Light reflections on the gear add a gleaming |
|
effect, making it appear polished and three-dimensional. The stark contrast |
|
between the shiny silver and the dark black background creates a modern and |
|
powerful impression, giving the logo a sleek, mechanical feel. |
|
output: |
|
url: images/q3.webp |
|
base_model: stabilityai/stable-diffusion-3.5-large |
|
instance_prompt: blacked |
|
license: creativeml-openrail-m |
|
--- |
|
# SD3.5-Large-Minimal-Blacked-LoRA |
|
|
|
<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 |
|
|
|
**prithivMLmods/SD3.5-Large-Minimal-Blacked-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 | 18 & 1600 | |
|
| Epoch | 10 | Save Every N Epochs | 1 | |
|
|
|
Labeling: florence2-en(natural language & English) |
|
|
|
Total Images Used for Training : 20 [ Hi-RES ] |
|
|
|
## Sample Image + Prompt |
|
|
|
 |
|
|
|
| **Prompt** | |
|
|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
|
|A bright green leaf logo is depicted against a dark blacked background. The leaf has smooth, organic lines with subtle veins running through it, giving it a natural and lifelike appearance. A soft glow surrounds the leaf, adding a gentle illumination that contrasts beautifully with the dark background. This contrast between the vibrant green and deep black creates a fresh and eco-friendly feel, making the logo appear both vibrant and serene. | |
|
|
|
## Setting up |
|
|
|
```python |
|
import torch |
|
from diffusers import StableDiffusion3Pipeline |
|
|
|
pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", torch_dtype=torch.bfloat16) |
|
pipe.load_lora_weights("prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA", weight_name="SD3.5-Large-Minimal-Blacked-LoRA.safetensors") |
|
pipe.fuse_lora(lora_scale=1.0) |
|
pipe.to("cuda") |
|
|
|
prompt = "A bold silver gear logo is depicted against a solid blacked background. The gear has sharp, metallic edges and intricate inner details that give it a realistic, industrial look. Light reflections on the gear add a gleaming effect, making it appear polished and three-dimensional. The stark contrast between the shiny silver and the dark black background creates a modern and powerful impression, giving the logo a sleek, mechanical feel." |
|
negative_prompt = "(lowres, low quality, worst quality)" |
|
|
|
image = pipe(prompt=prompt, |
|
negative_prompt=negative_prompt |
|
num_inference_steps=24, |
|
guidance_scale=4.0, |
|
width=960, height=1280, |
|
).images[0] |
|
image.save(f"example.jpg") |
|
``` |
|
## Trigger words 🧨 |
|
|
|
> [!WARNING] |
|
> **Trigger words:** You should use `blacked` to trigger the image generation. |
|
|
|
## Download model |
|
|
|
Weights for this model are available in Safetensors format. |
|
|
|
[Download](/prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA/tree/main) them in the Files & versions tab. |
