Instructions to use SafnasKaldeen/FLUX.2-klein-ghost-mannequin with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SafnasKaldeen/FLUX.2-klein-ghost-mannequin with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-base-9B", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SafnasKaldeen/FLUX.2-klein-ghost-mannequin") prompt = "3Dghostmannequin," image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
FLUX.2-klein-ghost-mannequin

- Prompt
- 3Dghostmannequin,
Model description
LoRA Flux-Klein-Ghost-Mannequin
Trained on 50 pairs of images diverse in genre and form, with various training sizes.
Specialized LoRA for instantly creating professional 3D Ghost Mannequin (invisible mannequin) effect. Simply upload your product image and add the trigger word "3Dghostmannequin" to the prompt to get a clean, floating 3D presentation with the mannequin removed, perfect for e-commerce product photography.
Trained at rank 256 for exceptional color accuracy and detail preservation. Easily customize results with additional prompts.
The official version was trained with 6,000 steps. Please choose the version that you find appropriate.
Sample workflow: updating...
For custom LoRA training, advanced ComfyUI workflow development, or collaboration:
๐ฑ WhatsApp: +84947397868
๐ฌ Telegram/Discord: nhathoangfoto
๐ฆ X: https://x.com/NhatPhoto
๐ Facebook: https://www.facebook.com/nhathoangfoto
Powerful local hardware, ready for any complex project: ๐ RTX 5090 | RTX Pro 6000 ๐ ๏ธ
Trigger words
You should use 3Dghostmannequin to trigger the image generation.
Download model
Download them in the Files & versions tab.
- Downloads last month
- 29
Model tree for SafnasKaldeen/FLUX.2-klein-ghost-mannequin
Base model
black-forest-labs/FLUX.2-klein-base-9B


