## Model description
# The Artist (Chroma HD LoRA)
Visualizing the Latent Space
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.
Trained for: [Chroma HD ]
## The Concept
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).
### Epoch 5 - The last one
* 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.
## Usage Tips
* Trigger Word: the_artist
* Recommended Weight: 0.8 - 1.0
* CFG: 1 - 3.5 (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
## Technical Specs
* Base: Chroma HD (Flux-based)
* Precision: BF16 (Brain Float 16)
* Rank /Alpha: 2 / 16 (High-Efficiency Compressed Training)
* License: CC BY 4.0
## Disclaimer
This model is offered as is. It's just a small (13mb) LoRA model and it cannot answer for contents related to base model.