---
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

![SD3.5-Large-Minimal-Blacked-LoRA](images/q4.webp)

| **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.