diffusers lora flux image-generation 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:
- lora
- flux
- diffusers
- image-generation
instance_prompt: Somov style art, artwork by Konstantin Somov, detailed vibrantly
  carnivalesque illustration
widget:
- text: Somov style art, artwork by Konstantin SomovSomov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_i0x69caln.png
- text: Somov style art, artwork by Konstantin Somov, Somov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_90uw26wg3.png
- text: Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration
    of of Arthur Rimbaud, the revolutionary blonde messy haired teenage trans man
    poet delivering a lecture to parlor book club group of revolutionary poet cat-person
    hermaphrodite angels circa the 1870s
  output:
    url: images/example_mr3ogkzo2.png
- text: Somov style art, artwork by Konstantin SomovSomov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_2pzrfmukb.png
- text: Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration
    of of Arthur Rimbaud, the revolutionary blonde messy haired teenage trans man
    poet delivering a lecture to parlor book club group of revolutionary poet cat-person
    hermaphrodite angels circa the 1870s
  output:
    url: images/example_g7r2409h4.png
- text: Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration
    of of Arthur Rimbaud, the revolutionary blonde messy haired teenage trans man
    poet delivering a lecture to parlor book club group of revolutionary poet cat-person
    hermaphrodite angels circa the 1870s
  output:
    url: images/example_o301zwobr.png
- text: Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration
    of a tiny drugged God inside of a wooden pillbox getting impaled by a giant red-robed
    woman wielding a huge sharp needle pin, indoors, in a hotel room in Vienna
  output:
    url: images/example_yy1eiamv7.png
- text: Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration
    of a tiny drugged God inside of a wooden pillbox getting impaled by a giant red-robed
    woman wielding a huge sharp needle pin, indoors, in a hotel room in Vienna
  output:
    url: images/example_1uj86bjg0.png
- text: Somov style art, artwork by Konstantin Somov, Somov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_gsk6o45j2.png
- text: Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration
    of a tiny drugged God inside of a wooden pillbox getting impaled by a giant red-robed
    woman wielding a huge sharp needle pin, indoors, in a hotel room in Vienna
  output:
    url: images/example_pq2tqeip6.png
- text: Somov style art, artwork by Konstantin Somov, Somov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_ga7y356nj.png
- text: Somov style art, artwork by Konstantin Somov, Somov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_85nwsubi6.png
- text: Somov style art, artwork by Konstantin SomovSomov style art featuring artwork
    by Konstantin Somov with a carnival scene taking place in the 18th century, a
    man and a woman in Italian masks, in a garden, detailed illustration!
  output:
    url: images/example_z71gd24zg.png
---
## Somov's C𝕒𝓇𝓃ⅈ𝓋𝔞𝓁esque 𝓛𝒾𝒶𝒾𝓼𝓸𝖓𝓼 
## HISTORIC 𝒜𝓡𝒯𝚒𝕤𝕥 STYLE ℒ𝓸ℜ𝐴𝘴
## ||| By SilverAgePoets.com |||
![Theatre](https://huggingface.co/AlekseyCalvin/Somov_GreatArtistStyle_FluxLoRA_bySilverAgePoets/resolve/main/Theatre.png)
*Note: **Variant I** checkpoints of this model, herein, were fine-tuned at 64dim128alpha over [DNA_1_618](https://civitai.com/user/DNA_1_618)'s [Genova Apex De-distilled](https://civitai.com/models/954608?modelVersionId=1068773) + [LongCLIP-GmP-ViT-L-14 by zer0int](https://huggingface.co/zer0int/LongCLIP-GmP-ViT-L-14).* <br>
***Variant II** checkpoints, found [HERE](https://huggingface.co/AlekseyCalvin/Somov_Carnivalesques_V2_FluxLoRA_bySilverAgePoets), were fine-tuned at 64dim64alpha and over [AfroMan4Peace](https://civitai.com/user/Afroman4peace)'s [Colossus2.1_Dedistilled](https://civitai.com/models/833086?modelVersionId=996001) + [LongCLIP-GmP-ViT-L-14 by zer0int](https://huggingface.co/zer0int/LongCLIP-GmP-ViT-L-14).* <br> 

A Low-Rank Adapter (LoRA) for FLUX-family models... <br>
Fine-tuned on around 130 artworks inspired by Pierrot's lace tears, Columbina's satin gasps, Harlequin's velvet prances, by the toy moonlight of dreamed-up 18th centuries, and every achingly real rendezvous with fleeting masks of closeness...   <br>
And these artworks, of course, were crafted once upon a world by: <br>
**KONSTANTIN SOMOV** *(1869-1939)*, though representing but one facet, a brightest of dreams and among the deepest, of his manifold eclectic masteries. <br>

<Gallery />

## Prompt with:
Scribble `Somov style art, artwork by Konstantin Somov, detailed carnivalesque illustration` & implore past-masked futures to guide you astray into endless carnival gardens; hedgerows tinseled with rainbows and moonglow, dresses & frock coats scuttle on echoes, rushing to catch for the billionth time early dawn fireworks of yearning igniting... Perhaps in these gardens you'd find at long last some mysteries yet to be dreamed...  <br>

![Reverie0](https://huggingface.co/AlekseyCalvin/Somov_GreatArtistStyle_FluxLoRA_bySilverAgePoets/resolve/main/0123.jpeg)

## Hyperparameters:
Fine-tuned on around 130 images, picked from a broader collection of 300+ Somov art files consolidated by us, and manually pre-processed/restored by us.  <br> 
Upscaling was used sparingly, applied to only a small portion of the pieces; namely, only to those images which could not be found anywhere online in high quality or/and resolution.<br> 
Of the upscaled images, we added to the set only those that, after the upscale, did not appear to suffer extreme degradation texture/detail-wise, but seem unambiguously vivified in their roles as conflatable artistic translations apropos respective sources. <br> 
**Somov the key Hyperparameters:** *64dim/128alpha, Adamw8bit, lr.0005, ema:NONE, linear timesteps:FALSE, FluxCFG, resol.768, 1xbatch, on a single L4 via Google Colab Pro. Alas, due to the size of the dataset, we had to limit the resolution to 768. Even 1024 would cause out-of-memory errors, sometimes well into the training, at the tail end of the first epoch.*  <br>


![Reverie1](https://huggingface.co/AlekseyCalvin/Somov_GreatArtistStyle_FluxLoRA_bySilverAgePoets/resolve/main/0223.png)


## 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/Somov_Carnivalesques_V1_FluxLoRA_BySilverAgePoets')
image = pipeline('your prompt').images[0]
```

![Reverie2](https://huggingface.co/AlekseyCalvin/Somov_GreatArtistStyle_FluxLoRA_bySilverAgePoets/resolve/main/0147.png)


![Reverie3](https://huggingface.co/AlekseyCalvin/Somov_GreatArtistStyle_FluxLoRA_bySilverAgePoets/resolve/main/0185.jpeg)

