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Gargoyles & Grotesques [Chroma, Flux, Illu, Klein9B, Z-Image]

Gargoyles & Grotesques [Chroma, Flux, Illu, Klein9B, Z-Image]

## Description

Architectural guardians in seven materials – stone, bronze, crystal, ice, jade, clockwork, and coral. A style LoRA that transforms any subject into grotesque sculpture perched on gothic architecture.

Gargoyles & Grotesques is trained on 20 diverse gargoyle archetypes spanning creature types (dragon, wolf, eagle, bat, toad, ram, serpent, mantis, monkey, fallen angel), materials (stone, crystal, ice, jade, brass, coral, wood, bone), and architectural settings (Gothic cathedrals, medieval fortresses, castle ruins, crypts, bridges, temples).

The training dataset was synthetically generated using OpenAI’s gpt-image-1 API, with detailed natural-language captions describing each gargoyle’s creature anatomy, material properties, architectural context, and lighting. This gives the LoRA strong concept understanding – it knows that a gargoyle is an architectural guardian creature perched on a structure, not just a generic monster, and it renders appropriate material textures, weathering, and environmental context for each variant.

The LoRA generalizes well beyond its training data. Prompt for materials (clockwork brass, amethyst crystal, rusted cyberpunk metal) and settings (steampunk factories, Chinese temples, arctic glaciers, underwater reefs) not in the training set and it adapts naturally.

Available for five base models: Flux, Illustrious, Klein9b, Zimage, and Chroma. The v2 versions (klein9b, zimage, chroma) bring improved material rendering and architectural detail at lower step counts.

100% SFW – dark fantasy architectural creatures, no human figures required.

## Download

### Flux v1

Download gargoyles-v1-flux.safetensors (41.10 MB)

SHA256: 6f8d9dab18792dfa9181e80a33dde1e93717f7fdb5a41931b4df123a139fe258

Model
Base ModelFlux1Training Precisionfp8
LicenseNon-Commercial LicenseBase LicenseFlux1.Dev License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerProdigy Plus Schedule FreeSteps3500
Learning Rate1e+00Training Images20
Dimension4Alpha4
Min SNR GammaNoneWeight Decay0.5

### Illustrious v1

Download gargoyles-v1-illu.safetensors (23.79 MB)

SHA256: 278698029da555d250361505f7ffc51f5d0ca9bf100576bf5c443f0c43778f2c

Model
Base ModelIllustriousTraining Precisionfp16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerAdamW 8-BitSteps2800
Learning Rate6e-04Training Images20
Dimension4Alpha1
Min SNR GammaNoneWeight Decay0.5

### Klein9b v2

Download gargoyles-v2-klein9b.safetensors (19.78 MB)

SHA256: b6e0104a9e8786dd32a64f18c3e66919f01665edb0baafa4cd21f97ec4f96676

Model
Base ModelKlein9bTraining Precisionfp16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerAdamW 8-BitSteps2000
Training Images20
Dimension4Alpha4
Min SNR GammaNoneWeight Decay0.5

### Zimage v2

Download gargoyles-v2-zimage.safetensors (20.33 MB)

SHA256: e6efad683fa94bd51766a4b118a710c206dc1910c72fc526170fbcd27d14e8a3

Model
Base ModelZimageTraining Precisionfp16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerAdamW 8-BitSteps2000
Training Images20
Dimension4Alpha4
Min SNR GammaNoneWeight Decay0.5

### Chroma v2

Download gargoyles-v2-chroma.safetensors (26.77 MB)

SHA256: 61808bdce085c40ab9914ba07300239412d7fb631cf0426743039e58804ea2c1

Model
Base ModelChromaTraining Precisionfp16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerAdamW 8-BitSteps2000
Training Images20
Dimension4Alpha4
Min SNR GammaNoneWeight Decay0.5

### Strength

  • Flux: 0.80 – 0.90 (0.85 recommended)
  • Illustrious: 0.75 – 0.85 (0.80 recommended)
  • Klein9b: 0.75 – 0.85 (0.80 recommended)
  • Zimage: 0.75 – 0.85 (0.80 recommended)
  • Chroma: 0.75 – 0.85 (0.80 recommended)

Higher strength pushes harder into the gargoyle aesthetic with more dramatic stone textures and architectural integration. Lower strength (0.5 – 0.6) gives more subtle sculptural influence on existing subjects. The Flux version handles high strength (0.95) gracefully; the other versions are best kept under 0.85.

### Guidance Scale

  • Flux: 3.0 – 4.0
  • Illustrious: 5.0 – 7.0
  • Klein9b: 5.0 – 7.0
  • Zimage: 5.0 – 7.0
  • Chroma: 3.0 – 4.0

### Trigger Words

No trigger word needed. The LoRA activates on gargoyle/grotesque concepts naturally.

## Creature Types That Work Well

  • Classic – dragon, demon, bat-winged humanoid, chimera
  • Beasts – wolf, lion, eagle, bull, bear, ram, boar
  • Exotic – serpent, toad, mantis, monkey, spider, octopus
  • Mythic – fallen angel, phoenix, griffin, stag, wyvern
  • Material hybrids – crystal, ice, clockwork, jade, coral, wood, bone

## Prompt Tips

  • Name the creature and material: “A [material] [creature] gargoyle” gives the strongest results
  • Include architecture: The gargoyle’s perch reinforces the concept – cathedral, fortress, castle, temple, bridge, tower
  • Weathering language helps: “weathered,” “moss-covered,” “cracked,” “rain-stained,” “lichen” trigger realistic aging
  • Lighting matters: “moonlit,” “torchlight,” “starlight,” “bioluminescent” set the mood
  • Cross-domain works: Cyberpunk, steampunk, Chinese temple, underwater – the LoRA adapts
  • Illu/Klein9b/Zimage: Use booru-style tags: gargoyle, dragon, stone, gothic cathedral, perched, bat wings, moonlit, dark fantasy, no_humans, masterpiece, best quality

## Sample Prompts

### Flux – Dragon Cathedral

A massive stone gargoyle with dragon features crouching on the corner of a Gothic cathedral, bat wings folded against its back, moonlit night, weathered limestone with rain stains and patches of dark lichen, dark fantasy

### Flux – Clockwork Steampunk

A clockwork brass gargoyle perched atop a Victorian factory chimney, its body an intricate mechanism of gears and pistons, steam venting from joints, copper patina on exposed surfaces, gaslight glow from below, steampunk dark fantasy

### Flux – Cyberpunk Sentinel

A rusted metal gargoyle perched on a concrete skyscraper ledge in a post-apocalyptic cyberpunk city, neon signs reflected in rain puddles below, exposed rebar and crumbling concrete, night rain, dark fantasy urban decay

### Illustrious – Crystal Cave

gargoyle, amethyst, crystal cave, geode, purple crystals, translucent, prismatic light, cavern, stalactites, no_humans, masterpiece, best quality, dark fantasy, magical

### Illustrious – Ice Aurora

gargoyle, ice, frozen, glacier, frost, icicles, blue ice, arctic, aurora borealis, northern lights, spread wings, no_humans, masterpiece, best quality, dark fantasy, winter

### Chroma/Zimage – Cathedral Guardian

A weathered stone gargoyle dragon perched on a Gothic cathedral flying buttress, wings spread wide, moonlit night, moss growing in the cracks, rain-slicked stone, medieval city visible below, dark fantasy, atmospheric

## Training Details

ParameterFlux v1Illustrious v1Klein9b v2Zimage v2Chroma v2
Base modelFLUX.1-devIllustrious XLKlein9bZimageChroma
MethodLoRALoRALoRALoRALoRA
Rank44444
Alpha41444
Steps35002800200020002000
OptimizerProdigyAdamW 8-bitAdamW 8-bitAdamW 8-bitAdamW 8-bit
Training images2020202020

### Checkpoint Selection Note

The Illustrious version uses step 2800 rather than the final step 3500. Testing across checkpoints (2500–3500) showed that material texture richness, environmental complexity, and atmospheric detail peaked at step 2800, with subtle quality regression after that point. The Flux version uses the final checkpoint – its Prodigy optimizer + EMA smoothing prevented overtraining at 3500 steps. The v2 versions (klein9b, zimage, chroma) converge faster at 2000 steps due to improved base model quality.

Note: The klein9b v2 version is currently in testing status and may be updated before release.