Update README.md

README.md

@@ -55,14 +55,19 @@ From the latent plane's entropic neither-aether...<br>
 With an unmistakable visionary touch...<br>
 Of generative art’s unsung spiritual progenitor: <br>
 The cult artist and renegade mage...<br>
-***Austin Osman Spare (1886-1956)***!
-
-This is a [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-Dev) style LoRA fine-tuned by A.C.T. SOON® on one H100 at [Replicate/Cog](https://replicate.com/ostris/flux-dev-lora-trainer/train) via Ostris' *ai-toolkit* trainer.<br> 
-The training targeted four layers of the model (layers 7, 9, 16, and 25) at rank 64, batch 1 from 60 jpgs, trained as 512x, 768x, and 1024x at a relatively high learning rate of 7e4.<br> 
+***Austin Osman Spare (1886-1956)***! <br>
+
+This is a [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-Dev) style LoRA...<br> 
+Fine-tuned by A.C.T. SOON®... <br> 
+On one H100 at [Replicate/Cog](https://replicate.com/ostris/flux-dev-lora-trainer/train) via [Ostris'](https://github.com/ostris) [*ai-toolkit*](https://github.com/ostris/ai-toolkit) Flux-trainer.<br> 
+The training targeted four layers of the model (layers 7, 9, 16, and 25) at rank 64...<br>
+From 60 jpgs, 1-batched in 512x, 768x, and 1024x... <br> 
+At a relatively high learning rate of 7e4.<br> 
 Posted here is the 2000-step checkpoint.<br>
 
 The data set used for this fine-tune consists of 60 artworks focusing specifically on the early period book-illustration styles of Austin Osman Spare. 
-More specifically, the training images include some of the images appearing in Spare’s books *“Earth Inferno”*, *“Book of Satyrs”*, *“Book of Pleasure”*, and *“Focus of Life”*, as well as a few contemporaneous pieces.
+More specifically, the 60 training images (shared [here](/AlekseyCalvin/AustinOsmanSpareFlux/tree/main/dataset))...<br> 
+Include some of the images appearing in Spare’s books *“Earth Inferno”*, *“Book of Satyrs”*, *“Book of Pleasure”*, and *“Focus of Life”*, as well as a few contemporaneous pieces.<br>
 
 **A BIT ABOUT AUSTIN OSMAN SPARE:** <br>
 In his youth celebrated as the next Beardsley or Watts, quickly achieving and transcending an apotheosis of Symbolist-style ink illustration and lithography, with a strong measure of the occult, Spare matured into a reclusive and underacknowledged forebear of just about half of the twentith century’s avant-gardes, while in select ways anticipating those of the twenty-first century as well.<br>