diffusers lora flux image-generation text-to-image en base_model:black-forest-labs/FLUX.1-dev base_model:adapter:black-forest-labs/FLUX.1-dev license:apache-2.0 region:us
---
base_model:
- black-forest-labs/FLUX.1-dev
language:
- en
library_name: diffusers
license: apache-2.0
pipeline_tag: text-to-image
tags:
- lora
- flux
- diffusers
- image-generation
instance_prompt: Olga Rozanova style, avant-garde painting by Olga Rozanova, Cubo-Futurist
  and Suprematist and Constructivist stylistic features
widget:
- text: Olga Rozanova style abstract geometric painting, Cubo-Futurism, Suprematism,
    by Rozanova, subtle heavily abstracted motifs of a city
  output:
    url: images/example_83ya3gflw.png
- text: Olga Rozanova style abstract geometric painting, Cubo-Futurism, Suprematism,
    by Rozanova, Rozanovat, Constructivism
  output:
    url: images/example_so2475mg3.png
- text: Olga Rozanova style abstract geometric artwork, Cubo-Futurism, Suprematism,
    by Rozanova, subtle heavily abstracted motifs of a war, realistic painted textures,
    early 20th century Soviet avant-garde art
  output:
    url: images/example_n0ofbckuj.png
- text: Olga Rozanova style abstract geometric artwork, Cubo-Futurism, Suprematism,
    by Rozanova, subtle heavily abstracted motifs of Revolution, bolshevism, celebration,
    Moscow, winter,, realistic painted textures, early 20th century Soviet avant-garde
    art
  output:
    url: images/example_ij8r7q3sh.png
- text: Olga Rozanova style abstract geometric minimalist art, Cubo-Futurism, Suprematism,
    by Rozanova, subtle purely abstracted non-figurative themes of Revolution, joy,
    cold, pure abstraction, minimalist figuration, Futurist, Cubist, realistic painted
    textures, early 20th century Soviet avant-garde art, melancholy and festiveness
    primarily conveyed through abstraction, visible brushwork and canvas textures,
    subtle gradience in colors, minimalism of form along with textural & chromatic
    subtlety and sophistication,inset text slogans related to revolution, by Rozanovat
  output:
    url: images/example_iphnd73xq.png
- text: 'titular text in large font: "TOGETHER READ IN WORLDS ANEW”. Below is more
    text: "THE HEART IS EVER WHAT''S LEFT IN YOU”, Olga Rozanova style abstract geometric
    minimalist art, Cubo-Futurism, Suprematism, by Rozanova, subtle purely abstracted
    non-figurative themes of Revolution, joy, cold, pure abstraction, minimalist figuration,
    Futurist, Cubist, realistic painted textures, early 20th century Soviet avant-garde
    art, melancholy and festiveness primarily conveyed through abstraction, visible
    brushwork and canvas textures, subtle gradience in colors, minimalism of form
    along with textural & chromatic subtlety and sophistication, inset text slogans:
    "TOGETHER READ IN WORLDS ANEW", and below that text: "THE HEART IS EVER WHAT''S
    LEFT IN YOU", by Rozanovat'
  output:
    url: images/example_trpaoui7b.png
- text: 'titular text in large font: "TOGETHER READ IN WORLDS ANEW”. Below is more
    text: "THE HEART IS EVER WHAT''S LEFT IN YOU”, Olga Rozanova style abstract geometric
    minimalist art, Cubo-Futurism, Suprematism, by Rozanova, subtle purely abstracted
    non-figurative themes of Revolution, joy, cold, pure abstraction, minimalist figuration,
    Futurist, Cubist, realistic painted textures, early 20th century Soviet avant-garde
    art, melancholy and festiveness primarily conveyed through abstraction, visible
    brushwork and canvas textures, subtle gradience in colors, minimalism of form
    along with textural & chromatic subtlety and sophistication, inset text slogans:
    "TOGETHER READ IN WORLDS ANEW", and below that text: "THE HEART IS EVER WHAT''S
    LEFT IN YOU", by Rozanovat'
  output:
    url: images/example_w7ydsa6ld.png
- text: 'titular text in large font: "TOGETHER READ IN WORLDS ANEW”. Below is more
    text: "THE HEART is WHATEVER''S Left in YOU”, Olga Rozanova style abstract geometric
    minimalist art, Cubo-Futurism, Suprematism, by Rozanova, subtle purely abstracted
    non-figurative themes of Revolution, joy, cold, pure abstraction, minimalist figuration,
    Futurist, Cubist, realistic painted textures, early 20th century Soviet avant-garde
    art, melancholy and festiveness primarily conveyed through abstraction, visible
    brushwork and canvas textures, subtle gradience in colors, minimalism of form
    along with textural & chromatic subtlety and sophistication, inset text slogans:
    "TOGETHER READ IN WORLDS ANEW", and below that text: "THE HEART IS WHATEVER''S
    LEFT IN YOU", by Rozanovat'
  output:
    url: images/example_4k4kfvaq3.png
- text: '(((titular centered slogan text in large font: "Together READ in WORLDS ANEW”.
    Below is more text: "THE HEART IS WHAT''S EVER LEFT IN YOU”, Olga Rozanova style)))
    abstract geometric minimalist art, Cubo-Futurism, Suprematism, by Rozanova, subtle
    purely abstracted non-figurative themes of Revolution, joy, cold, pure abstraction,
    minimalist figuration, Futurist, Cubist, realistic painted textures, early 20th
    century Soviet avant-garden art, melancholy and festiveness and meta-urbanism
    primarily conveyed through abstraction, visible brushwork and canvas textures,
    subtle gradience in colors, minimalism of form along with textural & chromatic
    subtlety and sophistication, inset text: (("TOGETHER READ IN WORLDS ANEW", and
    below that text: "THE HEART IS WHATEVER''S LEFT IN YOU"))'
  output:
    url: images/example_mqwm191w0.png
- text: '(((titular centered slogan text in large font: "Together READ in WORLDS ANEW”.
    Below is more text: "THE HEART IS WHAT''S EVER LEFT IN YOU”, Olga Rozanova style)))
    abstract geometric minimalist art, Cubo-Futurism, Suprematism, by Rozanova, subtle
    purely abstracted non-figurative themes of Revolution, joy, cold, pure abstraction,
    minimalist figuration, Futurist, Cubist, realistic painted textures, early 20th
    century Soviet avant-garden art, melancholy and festiveness and meta-urbanism
    primarily conveyed through abstraction, visible brushwork and canvas textures,
    subtle gradience in colors, minimalism of form along with textural & chromatic
    subtlety and sophistication, inset text: (("TOGETHER READ IN WORLDS ANEW", and
    below that text: "THE HEART IS WHATEVER''S LEFT IN YOU")) by rozanovat'
  output:
    url: images/example_cjnpawoa4.png
---
## Olga Rozanova Style FLUX LoRA Var.1
## ||| By SilverAgePoets.com |||

![Rozanova](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/0049.jpg)

A Low-Rank Adapter (LoRA) for FLUX-family models... <br>
Fine-tuned on around 70 paintings + drawings by the forever first, youngest, & most radical visionary of Soviet avant-garde visual art: <br>
**OLGA ROZANOVA** *(1886-1918)* <br>

*This is Variant 1 of our Rozanova LoRA: trained over regular Flux Dev, rank 16.* <br> 
*Also check out [Variant 2](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets), trained over Genova FLUX Apex De-distilled, at higher step counts, & rank 64.* <br>

<Gallery />

## Trigger words
You should use `Rozanova style art, Cubo-Futurist painting by Olga Rozanova` to recover the the visionary painter's prematurely entombed brush.

## LINKS & SOURCES:
[Wikipedia](https://en.wikipedia.org/wiki/Olga_Rozanova) <br>
Some of the images used for this fine-tune were derived from the following book: <br>
***Exter, Goncharova, Popova, Rozanova, Stepanova, Udaltsova: Amazons of the Avant-Garde*, eds. John E. Bowlt and Matthew Drutt, New York: Solomon R. Guggenheim Museum, 2000.** <br>
A digital scan of the book may be [downloaded freely via Monoscope](https://monoskop.org/log/?p=3389), & is a priceless longer-form resource on the leading femme-presenting artists of the early-thru-mid-20th century Eastern European avant-gardes. <br>

![Younger Rozanova](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/075.jpg) <br>

## Inset Translations:
Each image/scan used for this fine-tune was manually color/clarity-adjusted & captioned by us as stages of dataset-preparation. <br>
In our training set we've tried to represent every period of Rozanova's work, so as to encode within our Rozanova LoRA(s) the incredible scope of styles mastered & often pioneered by her within such a lamentably short life-span. <br>
Besides all else, we've included nearly all of the publically available pieces from Rozanova's [Playing Cards series](https://commons.wikimedia.org/wiki/Category:Playing_cards_by_Olga_Rozanova), which we co-standardized aspect-ratio/dimensions-wise and styled per their Tarot courts card equivalents (Diamonds=Coins=Pentacles, Spades=Swords, Clubs=Batons=Wands, Hearts=Cups, Jack=Page/Knight, etc...) via in-image English/Worldish labels. <br>

![Queen of Wands](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/039.jpg) <br>

Alongside Rozanova's paintings (the core of our dataset), we've also included some of the illustrations she produced for poetry books; notably, in collaboration with her lover & long-term partner – the co-legendary experimental poet [Aleksey Kruchyonykh](https://en.wikipedia.org/wiki/Aleksei_Kruchyonykh). <br>
We even translated some of the accompanying verses. <br>

![O.R. + A.K. page](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/083.png) <br>

Furthermore, we translated/re-adapted some of the textographic elements within Rozavona's paintings. <br>

![City](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/062.png) <br>

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets')
image = pipeline('your prompt').images[0]
```
![Knight of Cups](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/037.jpg)

![Queen of Swords](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/038.png)

![King of Wands](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/022.jpg)

![Knight of Wands](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/054.jpg)

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)

![Rozanova](https://huggingface.co/AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var2_BySilverAgePoets/resolve/main/081.png) <br>
