How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("eastenddan/the_artist_flux")

prompt = " the_artist, concept design style as  the artistic representation of a       transformer (AI), the opening is the part where the user hits enter and      the tokenizers start to create embedding vectors which are each straw.      the small nodes are the attention mechanisms, the colours the attention      heads. and they keep progressing as in a time continuum tunnel       (the inference), until logits explode and the model feels confident       enough for the EOS token, white background,  DPM++ 2S A Karras, Guiding Scale 3.5 CFG 6, Steps 5, Seed 2282625028, Clip Skip 1  <Lora:theartist.flux_.safetensors:1.0>  Model: FusionV2 (Flux Schnell)"
image = pipe(prompt).images[0]

The_artist_flux_d

Prompt
the_artist, concept design style as the artistic representation of a transformer (AI), the opening is the part where the user hits enter and the tokenizers start to create embedding vectors which are each straw. the small nodes are the attention mechanisms, the colours the attention heads. and they keep progressing as in a time continuum tunnel (the inference), until logits explode and the model feels confident enough for the EOS token, white background, DPM++ 2S A Karras, Guiding Scale 3.5 CFG 6, Steps 5, Seed 2282625028, Clip Skip 1 <Lora:theartist.flux_.safetensors:1.0> Model: FusionV2 (Flux Schnell)
Prompt
the_artist, the ai artist creating images inside the latent space, fourier waves, grids, reflective ground Steps: 20, CFG scale: 1, Sampler: Euler, Seed: 3544337609, width: 1024, height: 1024
Prompt
the_artist, the ai artist creating images inside the latent space, fourier waves, grids, reflective ground Steps: 20, CFG scale: 1, Sampler: Euler, Seed: 2678739407, width: 1024, height: 1024
Prompt
the_artist, concept design style as the artistic representation of a transformer (AI), the opening is the part where the user hits enter and the tokenizers start to create embedding vectors which are each straw. the small nodes are the attention mechanisms, the colours the attention heads. and they keep progressing as in a time continuum tunnel (the inference), until logits explode and the model feels confident enough for the EOS token, white background Steps: 20, CFG scale: 1, Sampler: Euler, Seed: 299533878, width: 1024, height: 1024

Model description

The Artist - Style | Research | Symbolism

Important Updated Note/Guide

This LoRA is overbaked. I recommend you to set it to 0.5 and start from there.

You can use this adapter at 1.0 weight for experimental "inner AI abstract images", but even on that, maybe starting at 0.5 will be better.

You can use it with Flux Schnell easily. The examples here by Robbie used that nice Turbo model Fusion V2.

Dan


MORE INFO, PLEASE REFER TO

https://huggingface.co/robb-0/TheArtist-Style-IllustriousXL

For Flux version, please proceed to

https://huggingface.co/semiosphere/the_artist_flux

Model description

Experimental version for Flux.

Ever wanted to create artistic representation of Neural Networks such as Transformers to explain how they work in a fashion viewers can understand it? Now you can:

the_artist, concept design style as the artistic representation of a

transformer (AI), the opening is the part where the user hits enter and

the tokenizers start to create embedding vectors which are each straw.

the small nodes are the attention mechanisms, the colours the attention

heads. and they keep progressing as in a time continuum tunnel 

(the inference), until logits explode and the model feels confident 

enough for the EOS token, white background,

DPM++ 2S A Karras, Guiding Scale 3.5 CFG 6, Steps 5, Seed 2282625028, Clip Skip 1

<Lora:theartist.flux_.safetensors:1.0>

Model: FusionV2 (Flux Schnell)


Disclaimer:

This model is provided “as is” without any warranty. The creators are not responsible for any misuse or unintended consequences of using this model.


This image Lora model should mainly be used for research and educational needs.

Although it is licensed under CC 4.0, which means that all generated images can be used for diverse ends, such as illustrations for articles, books,

banners, posters.

Derivative works are accepted, allowing an educator to edit the images to add captions or fix/change specific traits.

With enough creativity and prompting, "the Artist" can help you generate images for diverse types and processes inside the Neural Network in an artistic/abstract way.

The training model was presented with a dataset showcasing artistic interpretations of latent spaces, U-Nets, convolutions, diffusers and even transformers. Any feedback and ideas on how we could enhance and approach related process are very welcome.


For extra information, please proceed to Illustrious version:

https://huggingface.co/robb-0/TheArtist-Style-IllustriousXL

Trigger words

You should use the_artist to trigger the image generation.


This is a collaborative work of a small group of community members.


Download model

Weights for this model are available in Safetensors format.

license: Creative Commons Attribution 4.0 International (CC BY 4.0),


Note: Since Robbie was lazy to re-upload this one, I'm doing it. Once he claim it, it will go to his own repo.

Trigger words

You should use the_artist to trigger the image generation.

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