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Lotus Mountain (World Morph) [Chroma, Flux, Illu, Klein9B, Z-Image]

Lotus Mountain (World Morph) [Chroma, Flux, Illu, Klein9B, Z-Image]

## Description

Lotus Mountain is a world-morphing LoRA that transforms environments into lotus-infused architecture and organic structures. Unlike character or style LoRAs, this model operates on the world itself — palaces bloom with petal archways, libraries grow from interlocking lotus stems, forests glow with bioluminescent lotus flowers, and deserts scatter petals across dunes like pink snow.

The morph effect is consistent and versatile. It doesn’t simply overlay lotus textures — it reimagines the structural logic of each scene through the lens of lotus morphology. Archways curve like petals. Lanterns hang from stems. Water features fill with luminous blooms. The result is environments that feel simultaneously natural and fantastical, as if the lotus has been growing through the architecture for centuries.

### Features

  • Architectural morphing: buildings, temples, and interiors rebuilt with lotus-stem supports and petal vaults
  • Environmental transformation: forests, deserts, and waterscapes infused with lotus flora at every scale
  • Consistent lighting effects: warm amber glows from translucent petals, bioluminescent blues in darker scenes
  • Organic integration: the lotus elements grow naturally from the scene rather than appearing overlaid
  • Versatile subjects: works with interiors (libraries, tea houses), exteriors (temples, oases), and nature scenes

Lotus Mountain excels at creating contemplative, beautiful environments with a sense of ancient botanical intelligence — as if the lotus itself is the architect.

### Trigger Word

Use l0tus (with a zero, not the letter O) in your prompt to activate the effect.

## Download

### Flux v2

Download lotus-mountain-v02-flux.safetensors (20.61 MB)

SHA256: 897b5bfaa5863c15906c90c48b11ab110450e259640be65e0f62212741537419

Model
Base ModelFlux1Training Precisionfp8
LicenseNon-Commercial LicenseBase LicenseFlux1.Dev License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerAdamw8bitSteps2000
Learning Rate3e-04Training Images60
Dimension4Alpha4
Min SNR GammaNoneWeight DecayNone

### Illustrious v3

Download lotus-mountain-v03-illu.safetensors (23.79 MB)

SHA256: 4ee7336e98f45f05f63559926bb1fb5c40d9db853aac5d17efeaac3ecac1403e

Model
Base ModelIllustriousTraining Precisionbf16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
OptimizerAdamw8bitSteps2000
Learning Rate6e-04Training Images60
Dimension4Alpha1
Min SNR GammaNoneWeight DecayNone

### Chroma

Download lotus-mountain-v01-chroma.safetensors (26.77 MB)

SHA256: 1f2446640b98ca08745e38c31d38839f8e24ebef39836563a7d8c75906ee9b7c

Model
Base ModelChromaTraining Precisionbf16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
Steps2000
DimensionAlpha
Min SNR GammaNoneWeight DecayNone

### Klein9B

Download lotus-mountain-v01-klein9b.safetensors (19.78 MB)

SHA256: 8529455245ff93f57dc5c7a5bc230d41bf39410c699b06ee244bf18da41184ca

Model
Base ModelKlein9bTraining Precisionfp8
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
Steps2000
DimensionAlpha
Min SNR GammaNoneWeight DecayNone

### Zimage

Download lotus-mountain-v01-zimage.safetensors (20.33 MB)

SHA256: 053611719e369c6a8b7eb75f4e92b57c5e3f1838cddc251cb1b2d77da6a7de9a

Model
Base ModelZimageTraining Precisionbf16
LicenseNon-Commercial License
Network Type
NetworkLoraNetwork Precisionbf16
Training Parameters
Steps2000
DimensionAlpha
Min SNR GammaNoneWeight DecayNone
  • Model and CLIP strength: 0.4 - 0.9, depending on how strong you want the morphing effect
  • Lower strengths (0.4 - 0.6) add subtle lotus elements to existing scenes
  • Higher strengths (0.7 - 0.9) fully transform the environment into lotus architecture
  • Works best with detailed scene descriptions — give the model architecture and environments to morph

## Example Prompts

  • masterpiece, best quality, absurdres, very aesthetic, l0tus, A grand palace courtyard at twilight, with lotus flower archways and glowing petal lanterns lining a marble path, reflection pools filled with luminous lotus blooms, warm golden light, architectural fantasy
  • masterpiece, best quality, absurdres, very aesthetic, l0tus, A mountain temple perched on a cliff face, massive lotus flowers growing from the rock, cascading waterfalls flowing through lotus leaf bridges, misty peaks, ethereal dawn light
  • masterpiece, best quality, absurdres, very aesthetic, l0tus, A dark forest clearing where bioluminescent lotus flowers grow from twisted old trees, their petals casting blue and purple light on a crystal-clear pond, fireflies, mysterious night scene
  • masterpiece, best quality, absurdres, very aesthetic, l0tus, A cozy tea house built inside a giant lotus bud, paper lanterns and steaming cups on wooden tables, warm amber glow from translucent petals overhead, rainy evening outside, cozy interior, atmospheric lighting
  • masterpiece, best quality, absurdres, very aesthetic, l0tus, A vast desert oasis transformed by lotus morphology, sand dunes covered in delicate pink petals, a crystal spring surrounded by oversized lotus pads, golden sunset light reflecting on water, fantasy landscape
  • masterpiece, best quality, absurdres, very aesthetic, l0tus, An ancient library with shelves made of interlocking lotus stems, books bound in petal leather, glowing seedpod lanterns hanging from the ceiling, warm interior

## Versions

Lotus Mountain is available for both Illustrious XL and Flux. The Illustrious version leans more stylized/painterly; the Flux version delivers cleaner photorealistic integration. Both produce the same lotus-morph effect tuned to their respective base model strengths.

The model was trained using the l0tus trigger word (zero, not letter O) across multiple iterations.

## Changelog

### v2 Flux

Current recommended Flux version. Optimized training with adamw8bit optimizer, refined dataset curation. Cleaner photorealistic integration and more natural lotus-to-architecture transitions compared to v1. Half the file size of v1 with improved quality.

### v3 Illustrious

Current recommended Illustrious version. Trained with adamw8bit optimizer at learning rate 0.00025, 2000 steps. Improved consistency and morphing strength compared to v2.

### v2 Illustrious

Earlier iteration with slightly different training parameters. Still functional but v3 produces more consistent results.

### v1 Flux

Original Flux release. Functional but v2 produces cleaner results with fewer artifacts.