diffusers SD3.5-medium lora replicate image-generation StableDiffusion3.5 StableDiffusion3.5-medium photo Mayakovsky art poster realism character historical person poetry literature history archival text-to-image en base_model:stabilityai/stable-diffusion-3.5-medium base_model:adapter:stabilityai/stable-diffusion-3.5-medium license:apache-2.0 region:us
---
base_model: stabilityai/stable-diffusion-3.5-medium
language:
- en
library_name: diffusers
license: apache-2.0
pipeline_tag: text-to-image
tags:
- SD3.5-medium
- diffusers
- lora
- replicate
- image-generation
- StableDiffusion3.5
- StableDiffusion3.5-medium
- photo
- Mayakovsky
- art
- poster
- realism
- character
- historical person
- poetry
- literature
- history
- archival
emoji: 🔜
instance_prompt: MAYAK style Constructivist Poster art
widget:
- text: Step 1400 | MAYAK style drawing
  output:
    url: 1730619601173__000001400_1.jpg
- text: Step 3000 | MAYAK style
  output:
    url: 1730622478102__000003000_3.jpg
- text: Step 3400 | MAYAK style drawing
  output:
    url: 1730623154193__000003400_0.jpg
- text: Step 3200 | MAYAK style drawing
  output:
    url: 1730622834121__000003200_3.jpg
- text: Step 4400 |  MAYAK style drawing
  output:
    url: 1730624957944__000004400_2.jpg
- text: St5k| MAYAK style art of poet Mandelstam reading /YOU'VE RETURNED HERE, SO
    SWALLOW THEN, FAST AS YOU MIGHT, ALL THE FISH OIL OF LENINGRAD'S RIVERINE LIGHT!/
  output:
    url: 1730626012058__000005000_1.jpg
---
<Gallery />

# Mayakovsky Style Soviet Constructivist Posters & Cartoons Flux LoRA – Version SD3.5-i – by SOON®
Trained via Ostris' [ai-toolkit](https://github.com/ostris/ai-toolkit) on 50 high-resolution scans of 1910s/1920s posters & artworks by the great Soviet **poet, artist, & Marxist activist Vladimir Mayakovsky**.  <br> 
For this training experiment, we first spent many days rigorously translating the textual elements (slogans, captions, titles, inset poems, speech fragments, etc), with form/signification/rhymes intact, throughout every image subsequently used for training.  <br> 
These translated textographic elements were, furthermore, re-placed by us into their original visual contexts, using fonts matched up to the sources.  <br> 
We then manually composed highly detailed paragraph-long captions, wherein we detailed both the graphic and the textual content of each piece, its layout, as well as the most intuitive/intended apprehension of each composition. <br> 
This repo contains various step checkpoints and sampless. Training went for 5000 steps at a DiT Learning Rate of .0002, batch 1, with the Adamw8bit optimizer, and the text encoders trained alongside the DiT!<br> 
No synthetic data was used for the training, nor any auto-generated captions! Everything was manually and attentively pre-curated with a deep respect for the sources used.  <br> 

This is a **rank-16/alpha-16 Constructivist Art & Soviet Satirical Cartoon LoRA for Stable Diffusion 3.5 Medium** <br> 

Check out our **translations of Mayakovsky's verse-works**, adapted from a proto-Soviet song-tongue into a Worldish one...<br> 
And found, along with many other poets' songs and tomes...
Over **at [SilverAgePoets.com](https://www.silveragepoets.com)!**

## Trigger words
You should use `MAYAK style` or `MAYAK style Constructivist poster art` or `MAYAK style satyrical drawing` or suchlike to summon the poet's deathlessly pens and brushes.


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)
