README.md · AlekseyCalvin/Olga_Rozanova_Style_LoRA_Var1

metadata

license: apache-2.0
language:
  - en
base_model:
  - black-forest-labs/FLUX.1-dev
tags:
  - lora
  - flux
  - diffusers
  - image-generation
pipeline_tag: text-to-image
library_name: diffusers
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 |||

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

This is Variant 1 of our Rozanova LoRA: trained over regular Flux Dev, rank 16.
Also check out Variant 2, trained over Genova FLUX Apex De-distilled, at higher step counts, & rank 64.

Prompt
Olga Rozanova style abstract geometric painting, Cubo-Futurism, Suprematism, by Rozanova, subtle heavily abstracted motifs of a city

Prompt
Olga Rozanova style abstract geometric painting, Cubo-Futurism, Suprematism, by Rozanova, Rozanovat, Constructivism

Prompt
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

Prompt
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

Prompt
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

Prompt
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

Prompt
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

Prompt
(((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"))

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
Some of the images used for this fine-tune were derived from the following book:
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.
A digital scan of the book may be downloaded freely via Monoscope, & is a priceless longer-form resource on the leading femme-presenting artists of the early-thru-mid-20th century Eastern European avant-gardes.

Inset Translations:

Each image/scan used for this fine-tune was manually color/clarity-adjusted & captioned by us as stages of dataset-preparation.
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.
Besides all else, we've included nearly all of the publically available pieces from Rozanova's Playing Cards series, 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.

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.
We even translated some of the accompanying verses.

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

Use it with the 🧨 diffusers library

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]

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers