readme: 
  ---
  license: creativeml-openrail-m
  tags:
  - pytorch
  - diffusers
  - stable-diffusion
  - text-to-image
  - diffusion-models-class
  - dreambooth-hackathon
  - wildcard
  datasets:
  - TrpFrog/trpfrog-icons
  widget:
  - text: a photo of trpfrog 
  ---
  
  # DreamBooth model for the trpfrog concept trained by Prgckwb on the TrpFrog/trpfrog-icons dataset.
  
  This is a Stable Diffusion model fine-tuned on the trpfrog concept with DreamBooth. It can be used by modifying the `instance_prompt`: **a photo of trpfrog**
  ![](output3.png)
  
  ## Description
  TrpFrog ([@Trpfrog](https://twitter.com/trpfrog?s=21&t=GcDGy74adYhOBYxX9HloOg)) is a famous Japanese Twitter comedian.
  
  Below is a screenshot of the site he is creating.
  ![](trpfrog.png)
  
  This is a fine-tuned model of Stable Diffusion with the powerful help of Dreambooth. 
  The model is made specifically for TrpFrog and faithfully reproduces its appearance.
  
  
  
  ## Usage
  First install the necessary packages.
  
  ```bash
  pip install diffusers transformers accelerate scipy safetensors
  ```
  
  The image can then be generated with the following script.
  
  ```python
  import torch
  from diffusers import StableDiffusionPipeline
  
  keyword = "trpfrog"
  prompt = f"a photo of {keyword}"
  
  model_id = "Prgckwb/trpfrog-diffusion"
  
  pipe = StableDiffusionPipeline.from_pretrained(
      model_id, torch_dtype=torch.float16
  ).to("cuda")
  
  image = pipe(prompt).images[0]
  image.save("trpfrog.jpg")
  ```
  
  ## Generated Images
  **a photo of trpfrog in spring**
  ![](spring.png)
  
  **a photo of trpfrog in summer**
  ![](summer.png)
  
  **a photo of trpfrog in autumn**
  ![](autumn.png)
  
  **a photo of trpfrog in winter**
  ![](winter.png)
  
  **a photo of trpfrog on fire**
  ![](output.png)
  
  **a photo of trpfrog growing shiitake mushrooms**
  ![](output2.png)