---
license: apache-2.0
language:
- en
base_model:
- black-forest-labs/FLUX.1-dev
tags:
- lora
- flux
- diffusers
- image-generation
pipeline_tag: text-to-image
library_name: diffusers
instance_prompt: >-
  Eszter style psychedelicate illustration art, figuration distinctively
  stylized by Eszter Winkelmeyer, geometric patterns, ink, intricate linework,
  irreverent cosmic punk
widget:
- text: >-
    Eszter style psychedelicate illustration art, by Eszter Winkelmeyer, complex
    geometric patterns, ink on paper, intricate linework, irreverent cosmic, 
    geometric figural patterned designs, art of: Title text caption in large
    font on top: “CAPITAL”.  Soviet modernist movie showing a complexly dramatic
    theatrical scene enacted by an avant-garde trio representing two rebelling
    proletarians, a young androgynous green-eyed revolutionary sailor on the
    left and a blue-eyed Ukrainian Bolshevik cossack on the right.  They are
    tying up and capturing a  third: a flabby green malicious fanged top-hatted
    monster with money hands, and whose name is "Capital": title text atop. 
    astrolabe topology, geometric figural patterned designs,
  output:
    url: EszterIII_1.jpg
- text: >-
    Eszter style...
  output:
    url: EszterIII_10.jpg
- text: >-
    Eszter style...
  output:
    url: EszterIII_9.jpg
- text: >-
    Eszter style...
  output:
    url: EszterIII_12.jpg
- text: >-
    Eszter style...
  output:
    url: EszterIII_13.jpg
- text: >-
    (1000steps checkpoint) Eszter style psychedelicate illustration art of a cat
    goddess, by Eszter Winkelmayer, intricate linework, ink and paper, color,
    geometric patterns
  output:
    url: images/example_dnmu16j47.png

---
## Eszter Winkelmayer Style Psychedelicate Art VERSION 3
## HISTORIC 𝒜𝓡𝒯𝚒𝕤𝕥 STYLE ℒ𝓸ℜ𝐴𝘴
## ||| By SilverAgePoets.com |||

Herein lives the **3rd variant** of our **Eszter Winkelmayer Art Style** Low-Rank Adapter (LoRA) for FLUX-family models... <br>
Like the [second variant](https://huggingface.co/AlekseyCalvin/Eszter_W_style_art_Ver2_Flux_LoRA_BySilverAgePoets) of the Eszter LoRA, this version draws from an expanded (from [Version 1](https://huggingface.co/AlekseyCalvin/Eszter_Winkelmayer_style_art_Flux_LoRA_BySilverAgePoets)) manually-recaptioned dataset... <br>
This Rank 32 (dim and alpha) variant was fine-tuned over the new [Ablated Modification (v2) of FluxDev](https://huggingface.co/aoxo/flux.1dev-abliteratedv2) by **aoxo** and the [modified LongCLIP](https://huggingface.co/zer0int/LongCLIP-GmP-ViT-L-14) by **zer0int**... <br>
At following hyperparameters: 2.0e-04 Transformer Learning Rate, 1e-12 Text Encoder Learning Rate, batch size 1, regular guidance, 786x bucketing... <br>

Alternately, <br>
The **first variant** of this **Eszter LoRA**, over vanilla FluxDev, is found [HERE](https://huggingface.co/AlekseyCalvin/Eszter_Winkelmayer_style_art_Flux_LoRA_BySilverAgePoets)! <br>
The **second variant**, over [GENOVA_APEX Flux model by DNA_1_618](https://civitai.com/models/954608/genova-apex?modelVersionId=1068773), is found [HERE](AlekseyCalvin/Eszter_W_style_art_Ver2_Flux_LoRA_BySilverAgePoets)! <br>

Fine-tuned on around 50 unforgettably self-singular ink illustrations – <br>
...each like a potent alchemical extract of a phenomenon or a concept, of an apparition or a dimension, carried thru under the easy law of a masterful hand...<br>
Set to glue behind our eyes every cosmic topology and unreserved encapsulation spawned amid the limitless vision of their artist: <br>
East Bay's own legendary reality-stylist (and up-and-coming attorney):<br>
**ESZTER WINKELMAYER**!<br>

<Gallery />

## Prompt with:
`Eszter style psychedelicate illustration art, figuration distinctively stylized by Eszter Winkelmeyer, geometric patterns, ink, intricate linework, irreverent cosmic punk, mandala-like, hyper-structural neo-Symbolism`, etc... <br>

A few of the original artworks by **Eszter Winkelmayer** used in our training data:<br>

![Art1](04.png)
![Art2](08.png)
![Art3](013.png)
![Art4](028.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/Eszter_W_style_art_Ver3_Flux_LoRA_BySilverAgePoets')
image = pipeline('your prompt').images[0]
```