diffusers flux lora replicate woodcut avantgarde SilverAgePoets Soviet art-style image-generation flux-diffusers dedistilled de-distilled DrawThings PEFT photo realism Surrealism illustration experimental character historical person poetry literature history archival 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:
- flux
- diffusers
- lora
- replicate
- woodcut
- avantgarde
- SilverAgePoets
- Soviet
- art-style
- image-generation
- flux-diffusers
- dedistilled
- de-distilled
- DrawThings
- PEFT
- photo
- realism
- Surrealism
- illustration
- experimental
- character
- historical person
- poetry
- literature
- history
- archival
emoji: 🔜
instance_prompt: Nikolay Kupreyanov woodcut etching style illustration
widget:
- text: 'Nikolay Kupreyanov woodcut etching style illustration of a rebelling cat
    in a suit screaming at monstrous mutant policemen during a street battle in San
    Francisco, red title text at the top: "END EMPIRE! END DEAD ERAS'' RX!"'
  output:
    url: images/example_8y4363h7m.png
- text: 'Nikolay Kupreyanov woodcut etching style illustration of rebelling proletarians
    bringing down the pillars of global Capital, upon which sits a bulging massive
    many limbed chimeric monster with the crown of a tzar, a fat flabby body, many
    limbs armed with deadly weapons, a beastly head, and a serpent''s tail. Yet, the
    rebels prevail, and though many among them are massacred, some succeed un shattering
    the foundations of Capital and its ghastly overlord! Caption on the stone monument
    being destroyed reads: “CAPITAL"'
  output:
    url: images/example_pjzem0a6q.png
- text: 'Nikolay Kupreyanov style woodcut etching illustration art of a female Soviet
    perestoika era colorful anarchist punk poet in leather jacket with patches walking
    thru Leningrad  and saying, in a word bubble: "... by the PORCH … a PUDDLE  where
    the STAR COLLAPSED ! ... ", best quality, elaborate details, crisp detailed background,
    on the ground a fallen medal decoration of a golden Soviet star had fallen into
    a dirty puddle by a wooden porch of a house'
  output:
    url: images/example_mm5hd1qwz.png
- text: 'Nikolay Kupreyanov woodcut etching style illustration of two rebelling proletarians
    a young androgynous revolutionary sailor on the left and a Ukrainian Bolshevik
    cossack on the right tying up and capturing a flabby green malicious top-hatted
    monster with bloody hands whose name is "CAPITAL": title text atop'
  output:
    url: images/example_njrns7amb.png
- text: 'Nikolay Kupreyanov style woodcut etching illustration art.  The artwork features
    strong contrasts and dynamic lines typical of Kupreyanov’s style. This artwork
    depicts a woman reading a book, set against an industrial background with smokestacks
    and cranes. The poster contains bold text phrases: "RESOURCE KNOWLEDGE!" and,
    in speech balloon, the text: “COMRADES, PRESERVE LIBRARIES!" Kupreyanov''s distinct
    geometric illustrative style, dynamic and with strong contrasts, indicative of
    early 20th-century Soviet agitprop. The woman wears a headscarf and simple clothing,
    standing on cobblestones.'
  output:
    url: images/example_s5caz06y5.png
- text: Nikolay Kupreyanov style woodcut etching illustration art. A cat eating a
    dolphin. Barbed wire fence backdrop. Woodcut etching. Avant garden. Constructivism.
    Suprematism. An illustration in Nikolay Kupreyanov's style depicting a dynamic,
    surreal scene. A figure appears in an abstract environment featuring stylized
    waves and geometric patterns. In the background, there are outlines of a ship
    and circular elements resembling tunnels or ripples. The composition is predominantly
    black and white, with intricate shading and bold lines, creating a sense of motion
    and energy.
  output:
    url: images/example_if4g3sun1.png
- text: Nikolay Kupreyanov style woodcut etching illustration art. A black and white
    intimate illustration in the style of Nikolay Kupreyanov, depicting an avant-garde
    woman ironing textiles on a table, undressed, stylized. The composition includes
    a chair and a vintage oil lamp, with scattered buttons and scissors on the floor.
    The artwork is dated 1921, featuring strong contrasts and geometric shapes typical
    of early 20th-century printmaking styles.
  output:
    url: images/example_ts2zxqxpf.png
- text: Nikolay Kupreyanov style woodcut etching illustration art. The artwork features
    strong contrasts and dynamic lines typical of Kupreyanov’s style. A portrait of
    a man playing cards. The figure has exaggerated, angular features, and the scene
    is illuminated by a single candle on a table. A glass sits nearby, and a backdrop
    of vertical lines suggests books or a striped pattern. The artwork features strong
    contrasts and dynamic lines typical of Kupreyanov’snes typical of Kupreyanov’s
    style.
  output:
    url: images/example_8hjj5opvw.png
- text: Nikolay Kupreyanov style woodcut etching illustration art. An image of an
    early turret-cannon armored car moving through a city and firing. A stylized scene
    from the Russian Civil War of 1919-1920. Influenced by Cubism. Thick defined lines.
    Exaggerated shapes. Strong angles. Deep blacks.
  output:
    url: images/example_mn4kvtftq.png
---

# Nikolay Kupreyanov FLUX LoRA Variant 2
## By SilverAgePoets.com

**Find this LoRA's Alternate Variant – base FLUX.1-Dev-tuned – [AT THIS LINK](https://huggingface.co/AlekseyCalvin/NikolayKupreyanov_FluxLoRA_v1_bySilverAgePoets)**. <br> 
**This Variant of *our Kupreyanov Style LoRA* was fine-tuned over a De-Distilled Version of FLUX, at a higher rank than Var.1, but fewer steps.** <br> 

Our Low-Rank Adapter (LoRA) for FLUX models fine-tuned on a set of manually pre-processed & exhaustively captioned art scans... <br> 
Representing a small selection (30 pieces) from the distinctive oeuvre of woodcuts, etchings, engravings, drawings, & poster designs by: <br> 
the artist/engraver **Nikolay Nikolayevich Kupreyanov** *(1894 — 1933)*, one of the iconic avant-garde formulators of c.1910s-1920s early Soviet visual culture. <br> 
![photo of Kupreyanov with a cat](http://www.printsmuseum.ru/files/artist/f6e4f9d7c0015db022ad35d7d826e449.jpg)

<Gallery />

For generating stylized images reminiscent of early-Soviet Suprematism-influenced woodcuts, drawings, & designs for posters, ex-libris, & more.  <br> 

Check out a gallery of source woodcuts by Nikolay Kupreyanov [here](http://www.printsmuseum.ru/artist/view/9/). <br>  
Most of the images found at the above link were used by for this fine-tune (alongside further sources, such as sampling of Kupreyanov's agitprop poster designs). <br> 

## Trigger words
You should use `Nikolay Kupreyanov woodcut etching style illustration` or 'Kupreyanov style art' to summon the artist's latent hand.

## 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/Kupreyanov_Style_FluxLoRA_var2_onDeDist_bySilverAgePoets', weight_name='KupreyanovLora_v2_DT_500st_rank32_fp32_Convert.safetensors')
image = pipeline('your prompt').images[0]
```

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)
