stable-diffusion stable-diffusion-diffusers text-to-image art artistic diffusers anime dreamshaper

Dreamshaper 6

lykon-models/dreamshaper-6 is a Stable Diffusion model that has been fine-tuned on runwayml/stable-diffusion-v1-5.

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Diffusers

For more general information on how to run text-to-image models with 🧨 Diffusers, see the docs.

  1. Installation
pip install diffusers transformers accelerate
  1. Run
from diffusers import AutoPipelineForText2Image, DEISMultistepScheduler
import torch

pipe = AutoPipelineForText2Image.from_pretrained('lykon-models/dreamshaper-6', torch_dtype=torch.float16, variant="fp16")
pipe.scheduler = DEISMultistepScheduler.from_config(pipe.scheduler.config)
pipe = pipe.to("cuda")

prompt = "portrait photo of muscular bearded guy in a worn mech suit, light bokeh, intricate, steel metal, elegant, sharp focus, soft lighting, vibrant colors"

generator = torch.manual_seed(33)
image = pipe(prompt, generator=generator, num_inference_steps=25).images[0]  
image.save("./image.png")

Notes