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---
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
output:
url: output3.png
- text: a photo of trpfrog in spring
output:
url: spring.png
- text: a photo of trpfrog in summer
output:
url: summer.png
- text: a photo of trpfrog in autumn
output:
url: autumn.png
- text: a photo of trpfrog in winter
output:
url: winter.png
- text: a photo of trpfrog in fire
output:
url: output.png
- text: a photo of trpfrog growing shiitake mushrooms
output:
url: output2.png
---
# TrpFrog Diffusion
<Gallery />
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**
## 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.
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")
```
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