--- license: apache-2.0 language: - en tags: - flux - diffusers - lora - replicate - woodcut - avantgarde - SilverAgePoets - Soviet - art-style - image-generation - flux-diffusers - diffusers - dedistilled - de-distilled - DrawThings - PEFT - 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_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)**.
**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.**
Our Low-Rank Adapter (LoRA) for FLUX models fine-tuned on a set of manually pre-processed & exhaustively captioned art scans...
Representing a small selection (30 pieces) from the distinctive oeuvre of woodcuts, etchings, engravings, drawings, & poster designs by:
the artist/engraver **Nikolay Nikolayevich Kupreyanov** *(1894 — 1933)*, one of the iconic avant-garde formulators of c.1910s-1920s early Soviet visual culture.
![photo of Kupreyanov with a cat](http://www.printsmuseum.ru/files/artist/f6e4f9d7c0015db022ad35d7d826e449.jpg) For generating stylized images reminiscent of early-Soviet Suprematism-influenced woodcuts, drawings, & designs for posters, ex-libris, & more.
Check out a gallery of source woodcuts by Nikolay Kupreyanov [here](http://www.printsmuseum.ru/artist/view/9/).
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).
## 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)