README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: >-
    fractalLand A detailed fractal with vibrant yellow, pink and black spikey
    tree shaped fractal
  output:
    url: images/example_rc3dawiq6.png
- text: >-
    fractalLand A detailed fractal with vibrant red, & mint green gradient, with
    spikey tree shaped fractals
  output:
    url: images/example_r5evy947z.png
- text: fractalLand A detailed fractal with vibrant red, black and green spirals.
  output:
    url: images/example_6m9wad7a2.png
- text: >-
    fractalLand A detailed symmetrical fractal aerial photograph but like real
    mountains with gradient color, but its 3d and looks like the Colorado rocky
    mountains
  output:
    url: images/example_2psbl247y.png
- text: >-
    fractalLand A detailed fractal with vibrant purple, mint green gradient,
    with spikey tree shaped fractals
  output:
    url: images/example_ajqqlsm6d.png
- text: fractalLand Gods fractal
  output:
    url: images/godsdope.jpg
- text: gods fractalLand
  output:
    url: images/fractalland.jpg
- text: >-
    fractalLand A detailed symmetrical fractal aerial photograph but like real
    mountains with gradient color, but its 3d and looks like the Colorado rocky
    mountains
  output:
    url: images/example_e2zoqwftv.png
- text: >-
    fractalLand A detailed symmetrical fractal aerial photograph but like real
    mountains with gradient color, but its 3d and looks like the Colorado rocky
    mountains
  output:
    url: images/example_xz93ueoew.png
- text: fractalLand 3d fractal pyramid structure temple
  output:
    url: images/example_svljvqcrp.png
- text: fractalLand 3d fractal futuristic cityscape
  output:
    url: images/example_dw9np3584.png
- text: fractalLand 3d fractal pyramid structure temple
  output:
    url: images/example_gq8p8e9ai.png
- text: >-
    fractalLand a computer generated symmetrical fractal with rainbow coloring,
    shaped as a futuristic hyper dimensional cityscape in the 4Dimensional plane
  output:
    url: images/example_6vjl3fzz6.png
- text: >-
    fractalLand a computer generated symmetrical fractal with rainbow coloring,
    shaped as a futuristic hyper dimensional cityscape in the 4Dimensional plane
  output:
    url: images/example_kqf344nf6.png
- text: >-
    fractalLand a computer generated symmetrical fractal with rainbow coloring,
    shaped as a futuristic hyper dimensional cityscape in simulated 3D terrain
  output:
    url: images/example_h7iuq839p.png
- text: fractalLand bush of leaves hexagonally symmetrical with light and shadow
  output:
    url: images/example_0u9ptutbi.png
- text: fractalLand bush of leaves hexagonally symmetrical with light and shadow
  output:
    url: images/example_hl91btsf5.png
- text: fractalLand bush of leaves hexagonally symmetrical with light and shadow
  output:
    url: images/example_xdu79qwi5.png
- text: fractalLand symmetrical fractal robot robot
  output:
    url: images/example_qee85ftzy.png
- text: fractalLand fractal ultra symmetrical geometric robot
  output:
    url: images/example_1amktzo2c.png
- text: fractalLand fractal ultra symmetrical geometric robot
  output:
    url: images/example_i7kbpf4rk.png
- text: >-
    fractalLand 3d running engine for greasy hot mechanical mechanism
    hexagonally symmetrical with reflections and dynamic components
  output:
    url: images/example_sz0ce5dta.png
- text: >-
    fractalLand running engine for greasy hot mechanical robotic mechanism
    hexagonally symmetrical with reflections and dynamic components
  output:
    url: images/example_2xn5zlqud.png
- text: >-
    fractalLand 3d running engine for greasy hot mechanical mechanism
    hexagonally symmetrical with reflections and dynamic components
  output:
    url: images/example_cjr5h5a7s.png
- text: fractalLand symmetrical fractal robot robot
  output:
    url: images/example_cy1xfwgjn.png
- text: fractalLand symmetrical fractal robot robot
  output:
    url: images/example_9snyi8qo3.png
- text: fractalLand symmetrical fractal robot robot
  output:
    url: images/example_ef89huybh.png
- text: fractalLand symmetrical fractal robot robot
  output:
    url: images/example_h09gegx73.png
- text: fractalLand symmetrical fractal robot portrait
  output:
    url: images/example_tnab5qh7x.png
- text: >-
    fractalLand fractal geometric, giant mech suit robot with a human inside,
    can be seen through the class cockpit, pyramidal, fractal geometry
  output:
    url: images/example_79qchtrfj.png
- text: >-
    fractalLand a fractal photorealistic 3d hyper symmetrical flying saucer,
    alien UFO near us, photographed from the air, the flying Saucer above water
  output:
    url: images/example_n5o98keax.png
- text: >-
    fractalLand a fractal photorealistic 3d hyper symmetrical flying saucer,
    alien UFO near us, photographed from the air, the flying Saucer above water
  output:
    url: images/example_3dies4dwm.png
- text: >-
    fractalLand a fractal, fractal photorealistic 3d fractal hyper symmetrical
    Pyramid UFO, alien UFO near us, photographed from the air, the UFO above
    water
  output:
    url: images/example_2ies3qcyc.png
- text: >-
    fractalLand symmetrical fractal fortress giant underground dwarven mine like
    from lord of the rings with huge bridges and lava
  output:
    url: images/example_zuafsytj8.png
- text: >-
    fractalLand symmetrical fractal fortress giant underground dwarven mine like
    from lord of the rings with huge bridges and lava
  output:
    url: images/example_wfzcnwttv.png
- text: >-
    fractalLand symmetrical fractal fortress giant underground dwarven mine like
    from lord of the rings with huge bridges and lava
  output:
    url: images/example_4owl2ilvh.png
- text: >-
    fractalLand A detailed symmetrical fractal aerial photograph but like real
    mountains with gradient color, but its 3d and looks like the Colorado rocky
    mountains
  output:
    url: images/example_wgxjm7p31.png
- text: >-
    fractalLand A detailed symmetrical fractal aerial photograph but like real
    mountains with gradient color, but its 3d and looks like the Colorado rocky
    mountains
  output:
    url: images/example_uyxtwccx3.png
- text: >-
    fractalLand A detailed symmetrical fractal aerial photograph but like real
    mountains with gradient color, but its 3d and looks like the Colorado rocky
    mountains
  output:
    url: images/example_ic6zlp9dd.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: fractalLand
license: apache-2.0
datasets:
- Borcherding/FractalLand-imageAnnotations-v0.1
---
# FLUX.1-dev-LoRA-AutumnSpringTrees

<Gallery />

## Model description 

# FLUX.1-dev-LoRA-FractalLand-v0.1 LoRA

A LoRA fine-tune for FLUX.1 [dev] that specializes in generating fractals. Trained using [Fluxgym](https://github.com/cocktailpeanut/fluxgym) by cocktail peanut, utilizing my own Fractal collection that I have made over the years with [UltraFractal](https://www.ultrafractal.com/) plotting software, deploying novel complex series for an experimental fractal dataset. (borch's ultra fractal scripts repo coming...)

## Overview
This LoRA enhances FLUX.1 [dev]&#39;s ability to generate detailed fractals patterns with vibrant colors, and symmetrical details. Use the trigger word &#x60;fractalLand&#x60; to activate the fractal pattern capabilities.

## Installation

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

```python
# 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-FractalLand-v0.1")
# Generate image
prompt = "fractalLand A detailed fractal with vibrant red, black and green spirals."
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-FractalLand-v0.1")
pipe.merge_lora_weights()
pipe.save_pretrained("FLUX.1-dev-LoRA-FractalLand-v0.1-merged")
```

# Trigger Word

Use fractalLand in your prompts to activate the fractal elements.
Best results achieved when placing the trigger word at the start of the prompt

Prompt Examples
&quot;fractalLand A detailed fractal with vibrant red, black and green spirals.&quot;
&quot;fractalLand A symetrical round fractal with vibrant yellow, black and pink waves.&quot;
&quot;fractalLand A detailed fractal with vibrant blue, black and orange blocks.&quot;

# Limitations

This is a LoRA for FLUX.1 [dev] and requires the base model to function
Limited training data, and poorly annotated data, leads this model to be confused when prompted, next generations will deploy more specific references to the names of specific fractal formulas, shapes, colors, and coordinates in the complex plane.
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&#39;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 `fractalLand` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/Borcherding/FLUX.1-dev-LoRA-FractalLand-v0.1/tree/main) them in the Files & versions tab.