readme: ---
  language: 
    - en
  thumbnail: "https://huggingface.co/nousr/robo-diffusion/resolve/main/robo_example.png"
  tags:
  - robots
  - stable-diffusion
  - aiart
  - text-to-image
  license: "openrail++"
  ---
  # Robo-Diffusion 2 (base)
  A dreambooth-method finetune of stable diffusion that will output cool looking robots when prompted.
  
  <img src="https://huggingface.co/nousr/robo-diffusion-2-base/resolve/main/example_grid.png"/>
  
  # Usage
  Keep the words `nousr robot` towards the beginning of your prompt to invoke the finetuned style. Use negative prompts to achieve the best result.
  
  ```python
  import torch
  from diffusers import StableDiffusionPipeline, EulerDiscreteScheduler
  
  scheduler = EulerDiscreteScheduler.from_pretrained("nousr/robo-diffusion-2-base", subfolder="scheduler")
  pipe = StableDiffusionPipeline.from_pretrained("nousr/robo-diffusion-2-base", scheduler=scheduler, torch_dtype=torch.float16)
  pipe = pipe.to("cuda")
  
  prompt = "A realistic photograph of a 3d nousr robot in a modern city. A glossy white and orange nousr robot."
  negative_prompt = "black and white robot, picture frame, a children's drawing in crayon. #Wholesale, Abstract Metal Sculpture. i'm leaving a bad review."
  image = pipe(prompt, negative_prompt=negative_prompt, num_inference_steps=32, guidance_scale=5.0).images[0]
  
  image.save("robo.png")
  ```
  
  # Original Model
  Based on stable diffusion 1.4 can be found [here](https://huggingface.co/nousr/robo-diffusion)
  
  # Socials
  Use the #robodiffusion so i can see the cool stuff you make!
  
  If you enjoy the model i'd appreciate a follow on [twitter](https://twitter.com/nousr_)
  
  If you are feeling especially generous, you can sponsor me on [github](https://github.com/nousr)
  
  ---
  *NOTE: ensure you have read the license and agree to the terms