ethernetz/fluent3d-emoji-lora

Fluent 3D Emoji LoRA for FLUX.1-dev

A LoRA fine-tune of FLUX.1-dev trained to generate 3D emoji icons in the style of Microsoft's Fluent Design System.

Model Details

• Base model: black-forest-labs/FLUX.1-dev
• Trigger word: FLUENT3DICON
• LoRA rank: 32
• Training resolution: 512x512
• Training steps: 3000

Usage

With diffusers

from diffusers import FluxPipeline
import torch

pipe = FluxPipeline.from_pretrained(
    "black-forest-labs/FLUX.1-dev",
    torch_dtype=torch.bfloat16
)
pipe.load_lora_weights("YOUR_USERNAME/fluent3d-emoji-lora")
pipe.to("cuda")

prompt = "FLUENT3DICON a 3D emoji icon of a rocket ship, glossy smooth plastic material, soft diffused shadows, vibrant saturated colors, rounded organic form, floating centered on pure white background"

image = pipe(
    prompt,
    num_inference_steps=20,
    guidance_scale=3.5,
    generator=torch.Generator("cuda").manual_seed(42)
).images[0]

image.save("output.png")

Prompt Format

For best results, use the trigger word followed by a description:

FLUENT3DICON a 3D emoji icon of [SUBJECT], glossy smooth plastic material, soft diffused shadows, vibrant saturated colors, rounded organic form, floating centered on pure white background

Example Prompts

• FLUENT3DICON a 3D emoji icon of a rocket ship, glossy smooth plastic material, soft diffused shadows, vibrant saturated colors, rounded organic form, floating centered on pure white background
• FLUENT3DICON a 3D emoji icon of a pizza slice, glossy smooth plastic material, soft diffused shadows, vibrant saturated colors, rounded organic form, floating centered on pure white background
• FLUENT3DICON a 3D emoji icon of a happy puppy, glossy smooth plastic material, soft diffused shadows, vibrant saturated colors, rounded organic form, floating centered on pure white background

License

This LoRA inherits the license from FLUX.1-dev. Please refer to the FLUX.1-dev model card for license details.