Instructions to use memo360/mabruma with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use memo360/mabruma with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("krea/Krea-2-Raw", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("memo360/mabruma") prompt = "A futuristic cyberpunk cityscape at midnight where a translucent holographic jellyfish floats above neon skyscrapers, zmabruma, cinematic lighting, 8k resolution." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
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Download README.md from memo360/mabruma: direct link, hf CLI and curl.
- Browser
- Download file 2.07 kB
-
https://huggingface.co/memo360/mabruma/resolve/main/README.md
- Command line
-
hf download hf://memo360/mabruma/README.md
-
curl -L -o README.md https://huggingface.co/memo360/mabruma/resolve/main/README.md
2.07 kB
metadata
base_model: krea/Krea-2-Raw
tags:
- text-to-image
- diffusers
- lora
- krea2
- template:sd-lora
license: apache-2.0
instance_prompt: zmabruma
widget:
- text: >-
A futuristic cyberpunk cityscape at midnight where a translucent
holographic jellyfish floats above neon skyscrapers, zmabruma, cinematic
lighting, 8k resolution.
output:
url: sample_0.png
- text: >-
An ancient, overgrown stone temple deep in a misty rainforest with
sunlight filtering through giant ferns, zmabruma, hyper-realistic nature
photography.
output:
url: sample_1.png
- text: >-
A surrealist dreamscape featuring floating islands of melting gold and
violet clouds under a triple moon sky, zmabruma, digital art masterpiece.
output:
url: sample_2.png
Krea 2 LoRA — memo360/mabruma

- Prompt
- A futuristic cyberpunk cityscape at midnight where a translucent holographic jellyfish floats above neon skyscrapers, zmabruma, cinematic lighting, 8k resolution.

- Prompt
- An ancient, overgrown stone temple deep in a misty rainforest with sunlight filtering through giant ferns, zmabruma, hyper-realistic nature photography.

- Prompt
- A surrealist dreamscape featuring floating islands of melting gold and violet clouds under a triple moon sky, zmabruma, digital art masterpiece.
A DreamBooth-LoRA for Krea 2, trained on Krea 2 RAW and shown on Krea 2 Turbo. The samples below were generated with this LoRA on Turbo (8 steps).
Trigger
Use the token zmabruma to invoke the concept.
Samples
"A futuristic cyberpunk cityscape at midnight where a translucent holographic jellyfish floats above neon skyscrapers, zmabruma, cinematic lighting, 8k resolution."
"An ancient, overgrown stone temple deep in a misty rainforest with sunlight filtering through giant ferns, zmabruma, hyper-realistic nature photography."
"A surrealist dreamscape featuring floating islands of melting gold and violet clouds under a triple moon sky, zmabruma, digital art masterpiece."
Use it with diffusers
import torch
from diffusers import Krea2Pipeline
pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
pipe.load_lora_weights("memo360/mabruma")
image = pipe("A futuristic cyberpunk cityscape at midnight where a translucent holographic jellyfish floats above neon skyscrapers, zmabruma, cinematic lighting, 8k resolution.", num_inference_steps=8, guidance_scale=0.0).images[0]
image.save("output.png")


