How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("BGDolls/Qwen-MultipleAngle-plus-Lightning", dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]

Qwen Multi-Angle Set for Robust Operation

Set Models
https://huggingface.co/Disty0/Qwen-Image-Edit-2511-SDNQ-uint4-svd-r32
https://huggingface.co/fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA
https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning

Used for Dolls AI human image & video generator
Create unlimited, AI generated images and videos — all for free, locally, right on your PC.
https://dolls.bluegarage.site/

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