Retrain of Not The True world (SD1.5/SDXL)
You can prompt for specific style in the model, but if you choose to load this Lora with any prompt in txt2img or img2img, you will benefit for enhanced structural details & alignment.
V1-lite = 2-16, Pruned dataset, trained with full repeats (20) for 8 Epochs, cosine, Prodigy
Captions for pruned dataset -> in the Training data download ->
V2 = 2-16, full dataset, trained with half repeats (10) for 11 Epochs, cosine, Prodigy
Captions for full dataset here
V3 = V2 retrain in 4-16, full dataset, 10 repeats for 9 Epochs, cosine, Prodigy
V3-lite = V1 retrained in 4-16
V4-lite = V1 retrained in 8-16
more information be added...
V5-lite = OG data with all new Captions (fast flux train)
V55-lite = same dataset as V5-lite, with Full Training Config.
V66 Prompt Report:
Image Model Prompt Analysis Report
Overview
This analysis examines a collection of image generation prompts used to train what appears to be an architectural/cityscape-focused generative AI model. The prompts follow a consistent format and reveal specialized capabilities for generating various types of futuristic, fantastical, and industrial architectural scenes.
Prompt Structure
All prompts follow this consistent format:
[style name] style, nttw style, [detailed description]
Example:
cloudrig style, nttw style, The image depicts a futuristic floating platform, resembling an advanced space station...
Universal Trigger
"nttw style" appears in every prompt and appears to be a universal modifier or base style for the model.
Style Categories
The model contains 18 distinct architectural/environmental style categories:
cloudrig - Futuristic floating platforms/rigs suspended above water
skymonastary - Ethereal floating cities with Gothic elements above clouds
skyforge - Futuristic cityscapes high above clouds
skytower - Massive skyscrapers under construction against dramatic skies
stratocitadel - Futuristic cities with massive arch-shaped bridges spanning across
kamipalace - Fantastical castles against starry night skies
paradise - Large industrial structures, often weathered
waterworld - Structures under construction on islands/platforms surrounded by water
offworld - Futuristic floating cities above barren landscapes
cloudempire - Futuristic cityscapes with flying vehicles
abovewater - Futuristic cityscapes built on/above water
junglecity - Urban environments integrated with nature and greenery
ancientrealm - Fantastical cityscapes blending ancient and futuristic elements
megastreet - Futuristic nighttime cityscapes with elevated road networks
proxima - Cityscapes with large celestial bodies in background
relic - Floating ancient-looking stone structures above water
neofutur - Modern skyscrapers with integrated greenery
hyperfutur - Complex multi-level environments with interconnected structures
Variation System
Each style has numbered variations, indicated by numbers in parentheses (typically 1-5), allowing for multiple interpretations within each style category.
Common Themes & Elements
Architectural Features
Floating/Suspended Structures: Most styles feature buildings, cities, or platforms floating above ground or water
Multi-tiered Design: Layered, complex architectural arrangements
Construction Elements: Scaffolding, cranes, and buildings under construction
Bridges & Connections: Elevated walkways, arches, and bridges connecting structures
Mixed Architectural Styles: Blending of ancient/gothic with futuristic elements
Environmental Elements
Water Reflections: Many scenes feature mirror-like reflections in water
Cloud Layers: Cities or structures floating above or amidst clouds
Dramatic Skies: Clouds, stars, or celestial bodies as backdrops
Natural Integration: Greenery and nature blended with architecture
Technological Elements
Advanced Technology: Futuristic vehicles, machinery, and infrastructure
Industrial Components: Pipes, cables, cranes, and mechanical elements
Illumination: Glowing lights, illuminated windows, and light effects
Capability Assessment
The model appears specialized in generating:
Architectural Fantasy: Highly detailed, imaginative architectural scenes
Environmental Integration: How structures interact with surroundings
Scale Representation: Massive structures and cities with clear sense of scale
Construction Processes: Buildings in various stages of completion
Atmospheric Effects: Dramatic lighting, clouds, reflections
Technological Integration: Futuristic and industrial elements within scenes
Example Prompt Mapping
To demonstrate the full scope of the model's capabilities:
cloudrig style, nttw style
→ Industrial floating platform above water with multiple levels and cranes
skymonastary style, nttw style
→ Ethereal floating Gothic city above clouds with mirror-like reflections
junglecity, nttw style
→ Vertical stacked buildings covered in lush greenery and trees
proxima style, nttw style
→ Futuristic cityscape against backdrop of orange ringed planet
hyperfutur style, nttw style
→ Multi-level urban landscape with intricate circular and cylindrical structures
Limitations
Based on the prompts analyzed, the model appears focused primarily on architectural and cityscape imagery. There is little evidence of:
Natural landscapes without architectural elements
Non-architectural subjects (animals, portraits, etc.)
Interior scenes (all appear to be exterior views)
Conclusion
This generative image model appears to be specialized in creating detailed architectural fantasies, futuristic cityscapes, and industrial structures. The "nttw style" modifier combined with specific style categories and variation numbers provides a structured system for generating consistent yet varied architectural imagery.