Borcherding/FLUX.1-dev-LoRA-HuggingFaceIcons-v0.1

FLUX.1-dev-LoRA-AutumnSpringTrees

Prompt

HuggingFaceIcons a yellow smiley face sun with a book in its hands, surrounded by planets and stars in a dark background.

Prompt

HuggingFaceIcons a blue icey brrr face emoji with hands holding itself, chilly surrounded by snow and ice, made of ice going brr.

Prompt

HuggingFaceIcons a lava smiley face with fire in its hands, surrounded by a black background.

Prompt

HuggingFaceIcons a yellow smiley face with a chef hat, cooking food

Prompt

HuggingFaceIcons a lime green alien smiley face in a flying saucer

Prompt

HuggingFaceIcons a grey smiley rock emoji face with a black background

Model description

FLUX.1-dev-LoRA-HuggingFaceIcons-v0.1 LoRA

A LoRA fine-tune for FLUX.1 [dev] that specializes in generating HuggingFace/SmolLM emoji icons. Trained using Fluxgym, by cocktail peanut: https://github.com/cocktailpeanut/fluxgym utilizing SmolLM's Model Card and other HF emojis.

Overview

This LoRA enhances FLUX.1 [dev]'s ability to generate Hugging Face Emoji Icon's for utility in new projects on hugging face. Start making your own unique model cards for finetunes with this HF icon aesthetic. Use the trigger word `HuggingFaceIcons` to activate the Hugging Face Icon specific capabilities.

Installation

First, ensure you have FLUX.1 [dev] installed:

# Install
pip install -U diffusers

# Loading with Diffusers
import torch
from diffusers import FluxPipeline

# Load base model
pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
pipe.enable_model_cpu_offload()

# Load and apply LoRA weights
pipe.load_lora_weights("Borcherding/FLUX.1-dev-LoRA-HuggingFaceIcons-v0.1")

# Generate image
prompt = "HuggingFaceIcons a yellow smiley face sun with a book in its hands, surrounded by planets and stars in a dark background."
image = pipe(
    prompt,
    height=1024,
    width=1024,
    guidance_scale=3.5,
    num_inference_steps=50,
    max_sequence_length=512,
    generator=torch.Generator("cpu").manual_seed(0)
).images[0]
image.save("autumn-scene.png")

# Unload LoRA weights if needed
pipe.unload_lora_weights()

# Optional: Merge LoRA weights permanently
pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
pipe.load_lora_weights("Borcherding/FLUX.1-dev-LoRA-HuggingFaceIcons-v0.1")
pipe.merge_lora_weights()
pipe.save_pretrained("FLUX.1-dev-LoRA-HuggingFaceIcons-v0.1")

Trigger Word

Use trigger word "HuggingFaceIcons" in your prompts to activate the hugging face icon LoRA. Best results achieved when placing the trigger word at the start of the prompt

Prompt Examples "HuggingFaceIcons a yellow smiley face emoji with its hands on its face, set against a black background. It is an animated emoji, with a cheerful expression and bright colors." "HuggingFaceIcons a yellow smiley face emoji watering a potted plant with a blue watering can. The plant is in a pot and the background is white." "HuggingFaceIcons a yellow smiley face sun with a book in its hands, surrounded by planets and stars in a dark background." Specialized Features

a yellow smiley face emoji with its hands holding a whereing a jetpack

Limitations

This is a LoRA for FLUX.1 [dev] and requires the base model to function Focus on Hugging Face Icons. Trained on a small dataset. Inherits base limitations from FLUX.1 [dev]

License This LoRA falls under the same licensing terms as FLUX.1 [dev]. Please refer to the base model's license for usage terms. Credits

Base model: FLUX.1 [dev] by Black Forest Labs LoRA training and development: [Borcherding at BorchInk]

Trigger words

You should use HuggingFaceIcons to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.