Instructions to use nhathoangfoto/FLUX.2-klein-ghost-mannequin with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use nhathoangfoto/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", torch_dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("nhathoangfoto/FLUX.2-klein-ghost-mannequin") prompt = "3Dghostmannequin, professional product photography, high-end apparel..." image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
What about multiple cloths from one picture
I will perform a LoRA for this case, but you can customize it by reducing the weight, using a training version with fewer steps, and increasing the prompt. I think it will be effective.
Sure, let's wait and see
can we get a workflow to test more images.
It is entirely possible to build workflows for different objectives and make the LoRA adapt to those specific cases. Or, you can build a branched workflow for each individual scenario.
Based on your results, if the customization is not 100% effective, you can add a Ksampler in the second pass and perform the task of removing the body from the clothing.
But I think it can be customized to be effective in a single pass.
But ultimately, LoRA is only trained with data files of single objects. Therefore, I think I will soon train a LoRA for multiple subjects and customize their poses.
Based on your results, if the customization is not 100% effective, you can add a Ksampler in the second pass and perform the task of removing the body from the clothing.
But I think it can be customized to be effective in a single pass.
I tried second pass but it won't work
But ultimately, LoRA is only trained with data files of single objects. Therefore, I think I will soon train a LoRA for multiple subjects and customize their poses.
Well, that’s useful information! Now I can mention it in my YouTube video. A LoRA will be much more effective, since relying on prompts alone doesn't always yield the best results.
But ultimately, LoRA is only trained with data files of single objects. Therefore, I think I will soon train a LoRA for multiple subjects and customize their poses.
Well, that’s useful information! Now I can mention it in my YouTube video. A LoRA will be much more effective, since relying on prompts alone doesn't always yield the best results.
Can i see your Youtube's Channel?






