đ Flux Super Blend LoRA
This is a text-to-image model based on LoRA and Diffusers. It can generate various creative images, but currently, it's still in the training phase and may have some performance issues.
đ Quick Start
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-Super-Blend-LoRA"
trigger_word = "Super Blend"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
⨠Features
- Text-to-Image Generation: Generate creative images based on text prompts.
- Multiple Creative Prompts: Provide a variety of interesting and imaginative prompts for users to generate different images.
đĻ Installation
The README does not provide specific installation steps, so this section is skipped.
đģ Usage Examples
Basic Usage
You can use the following steps to generate images:
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-Super-Blend-LoRA"
trigger_word = "Super Blend"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Advanced Usage
You can use different prompts from the "Super Blend Creative Prompts" section to generate more diverse images. For example, if you want to generate an image based on the "Super Blend: Mountaintop Smoothie" prompt:
prompt = "Super Blend: Mountaintop Smoothie"
image = pipe(prompt).images[0]
image.save("generated_image.png")
đ Documentation
Model Description
strangerzonehf/Flux-Super-Blend-LoRA
Image Processing Parameters
| Property |
Details |
Property |
Details |
| 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 |
28 & 3100 |
| Epoch |
20 |
Save Every N Epochs |
1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 30
Best Dimensions
- 768 x 1024 (Best)
- 1024 x 1024 (Default)
Super Blend Creative Prompts
| Prompt Name |
Description |
| Super Blend: Mountaintop Smoothie |
A miniature superhero figurine stands atop a smoothie cup overflowing with layers of bright pink and yellow fruit puree. The superhero wears a cape billowing in the wind, a silver mask, and a suit with an emblem of a strawberry. They hold a spoon-like staff with glowing edges. The smoothie cup is surrounded by tiny, colorful fruits, and the background is a sunrise over a tropical paradise. |
| Super Blend: Coffee Cosmos |
A tiny adventurer figurine balances on the rim of a steaming coffee cup, holding a futuristic coffee stirrer like a spear. The adventurer wears a sleek black suit with a glowing blue chest emblem, a helmet with a visor, and boots that leave golden trails. The coffee swirls like a galaxy, and the background shows a mysterious cityscape under a night sky with shimmering stars. |
| Super Blend: Cereal Quest |
A small knight figurine stands heroically on a floating island made of cereal pieces in a bowl of milk. The knight wears shimmering golden armor, wields a sword shaped like a spoon, and has a shield with a cereal logo. The bowl is placed on a vibrant table surrounded by floating fruits, and the background features a glowing portal in the sky. |
| Super Blend: Juice Jetpack Adventure |
A figurine of a pilot in a retro space suit with a juice-filled jetpack stands mid-air over a glass of layered tropical juice. The pilot holds a straw-like laser weapon, and their boots emit a citrus-colored glow. The juice glass is adorned with a slice of lime and a tiny umbrella. In the background, there are floating citrus planets in a bright, cosmic sky. |
| Super Blend: Sundae Crusader |
A figurine of a superhero with a cherry-shaped helmet and a chocolate cape stands atop a mountain of ice cream scoops in a sundae glass. The superhero holds a waffle cone lance and has a glowing vanilla swirl emblem on their chest. The sundae is topped with whipped cream, sprinkles, and a cherry, with a cosmic skyline featuring candy-like stars. |
| Super Blend: Milkshake Maverick |
A figurine of a cowboy with a futuristic twist rides a mechanical straw in a giant milkshake glass. The cowboy wears a silver hat, reflective boots, and a leather jacket with glowing buttons. The milkshake is topped with whipped cream, chocolate drizzle, and a cookie star. The background is a desert-like alien planet with floating ice cream cones. |
| Super Blend: Cosmic Candy Conqueror |
A figurine of an explorer in a bright purple suit stands atop a swirling lollipop in a glass of layered candy-infused milk. The explorer carries a staff with a glowing candy tip, and the lollipop spins like a tiny planet. The glass is surrounded by smaller candy orbs, and the background is a colorful nebula. |
Trigger Words
You should use Super Blend to trigger the image generation.
Download Model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
đ§ Technical Details
The README does not provide specific technical details, so this section is skipped.
đ License
This model is licensed under creativeml-openrail-m.
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