Diffusers How to use prithivMLmods/Canopus-Red-Dead-Minimalize-LoRA with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("prithivMLmods/Canopus-Red-Dead-Minimalize-LoRA")
prompt = "Create an avant-garde reimagining of the iconic movie poster for red dead redemption II but with motorcycles using mixed media and collage techniques. Utilize hues reminiscent of vintage photography and capture Micah character in the surrealist dynamic chaos of the prairie beyond, 8K, <lora:red_dead_redemption_offset:1>"
image = pipe(prompt).images[0] 
