This LoRA was trained to generate abstract, geometric representations of what happens inside a Transformer model during inference. It translates mathematical concepts—vectors, attention heads, and token collapse—into visual metaphors using a vibrant, neon-noir aesthetic.
The imagery follows a specific logic based on LLM architecture:
The Tunnel: Represents the "Inference Tunnel" or the passage of data through layers.
The Lines: High-velocity vectors and input tokens.
The Colors: Attention heads firing (Cyan/Magenta/Orange).
The Center: The Singularity / EOS Token (End of Sequence).
Versions Included
final: "The Dreamer" (Epoch 5) - RECOMMENDED
Style: Atmospheric, ethereal, neon-circuitry, high contrast.
Best for: Artistic renders, abstract landscapes, glowing flora, "Tron-like" cityscapes.
Characteristics: The vectors behave like lightning or liquid; the floors look like circuit boards.
"The Engineer" (Epoch 3)
Style: Rigid, precise, vector-perfect.
Best for: Clean data visualization, logo design, strict tunnel geometry.
Characteristics: Sharper lines, less color bleeding, distinct separation of elements.
Usage Tips
Trigger Word: `the_artist`
Recommended Weight: 0.8 - 1.0
CFG: 3.5 - 5 (Chroma prefers lower guidance)
Negative Prompt: `realistic, man, woman, human, anthro, semi-anthro, furry, feral, animal` (Crucial if you want keep the geometry pure.)
Prompting Strategy
While trained on natural language, this LoRA responds incredibly well to Danbooru-style tags for precision control.
Example Prompt using Bandoor tags:
> `the_artist, masterpiece, best quality, latent space, neon flowers, lightning vectors, blue and magenta, dark background, 3d render, abstract`
