---
license: apache-2.0
language:
- en
tags:
- flux
- diffusers
- lora
- replicate
- 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: >-
  APSIT style Soviet revolutionary illustration
widget:
- text: >-
    APSIT style  Soviet revolutionary illustration of 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: apsit_style_1.png
- text: >-
    APSIT style  APSIT style Soviet revolutionary illustration of rebelling proletarians APSIT style Soviet revolutionary illustration of a revolutionary sailor on the left and a Ukrainian cossack on the right tying up and capturing a flabby green monster whose name is "CAPITAL": title text atop
  output:
    url: capital1.png
- text: >-
    APSIT style Soviet revolutionary 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: apsit_style_2.png

---

# Alexander Apsit FLUX LoRA for Posters, Illustrations, Book Covers, Collage art, Pamphlets, and more. By SilverAgePoets.com

Our Low-Rank Adapter (LoRA) for FLUX models, fine-tuned on the distinctive c.1910s-1920s early Soviet poster illustrations by: <br> 
the artist **Alexander Apsit** (1880-1944). <br> 

<Gallery />

Trained via LiuLiu's PEFT+Tensorflow-based trainer built into the DrawThings app. <br> 
Cosine annealing scheduling with warm restarts. <br> 
Only 3 epochs, 600 steps, but 128 dims/alpha, with orthogonal down layer fixing. <br> 


## Trigger words
You should use `APSIT style` or 'APSIT style Soviet revolutionary illustration' 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/Alexander_Apsit_Style_Art_FLUX_LoRa_By_SilverAgePoets_DrawThingsTrainedOnDeDistilled', weight_name='VaApsit_lora_600st_f16convert.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)