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---
license: apache-2.0
language:
- en
tags:
- flux
- diffusers
- lora
- replicate
- woodcut
- avantgarde
- SilverAgePoets
- Soviet
- art-style
- image-generation
- flux-diffusers
- diffusers
- photo
- realism
- Surrealism
- illustration
- experimental
- character
- historical person
- poetry
- literature
- history
- archival
base_model: black-forest-labs/FLUX.1-dev
pipeline_tag: text-to-image
library_name: diffusers
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_0rcyqzdbc.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_z4odt23el.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_zrndsipsq.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_t25bpogbk.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_cp1u2zw9c.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_8fxdxkajt.png

---

# Nikolay Kupreyanov FLUX LoRA Variant 1
## By SilverAgePoets.com

**FIND OUR ALTERNATE (FLUX-Dedistilled-finetuned) VARIANT OF THIS LoRA [AT THIS LINK](https://huggingface.co/AlekseyCalvin/Kupreyanov_Style_FluxLoRA_var2_onDeDist_bySilverAgePoets)**.
**THIS VARIANT OF *OUR KUPREYANOV ART STYLE LoRA* was tuned over a base Dev version of FLUX.1, at a lower rank, but higher step count than Variant 2.**


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)

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

<Gallery />

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/NikolayKupreyanov_FluxLoRA_v1_bySilverAgePoetsd', weight_name='NikolayKupreyanov_FluxLoRA_v1_bySilverAgePoets.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)