SD3.5-Large-Minimal-Blacked-LoRA

Prompt

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.

Prompt

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.

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.

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

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 🧨

Trigger words: You should use blacked to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.