|
--- |
|
language: |
|
- en |
|
thumbnail: "https://s3.amazonaws.com/moonup/production/uploads/1663756797814-62bd5f951e22ec84279820e8.png" |
|
tags: |
|
- stable-diffusion |
|
- stable-diffusion-diffusers |
|
- text-to-image |
|
datasets: |
|
- lambdalabs/pokemon-blip-captions |
|
--- |
|
|
|
__Stable Diffusion fine tuned on Pokémon by [Lambda Labs](https://lambdalabs.com/).__ |
|
|
|
Put in a text prompt and generate your own Pokémon character, no "prompt engineering" required! |
|
|
|
If you want to find out how to train your own Stable Diffusion variants, see this [example](https://github.com/LambdaLabsML/examples/tree/main/stable-diffusion-finetuning) from Lambda Labs. |
|
|
|
|
|
 |
|
|
|
> Girl with a pearl earring, Cute Obama creature, Donald Trump, Boris Johnson, Totoro, Hello Kitty |
|
|
|
## Usage |
|
|
|
Make sure you have setup the Stable Diffusion repo and downloaded `ema-only-epoch=000142.ckpt` |
|
|
|
```bash |
|
python scripts/txt2img.py \ |
|
--prompt 'robotic cat with wings' \ |
|
--outdir 'outputs/generated_pokemon' \ |
|
--H 512 --W 512 \ |
|
--n_samples 4 \ |
|
--config 'configs/stable-diffusion/pokemon.yaml' \ |
|
--ckpt ema-only-epoch=000142.ckpt |
|
``` |
|
|
|
You can also use the normal stable diffusion inference config. |
|
|
|
## Model description |
|
|
|
Trained on [BLIP captioned Pokémon images](https://huggingface.co/datasets/lambdalabs/pokemon-blip-captions) using 2xA6000 GPUs on [Lambda GPU Cloud](https://lambdalabs.com/service/gpu-cloud) for around 15,000 step (about 6 hours, at a cost of about $10). |
|
|
|
## Links |
|
|
|
- [Lambda Diffusers](https://github.com/LambdaLabsML/lambda-diffusers) |
|
- [Captioned Pokémon dataset](https://huggingface.co/datasets/lambdalabs/pokemon-blip-captions) |
|
- [Model weights in Diffusers format](https://huggingface.co/lambdalabs/sd-pokemon-diffusers) |
|
- [Original model weights](https://huggingface.co/justinpinkney/pokemon-stable-diffusion) |
|
- [Training code](https://github.com/justinpinkney/stable-diffusion) |
|
|
|
Trained by [Justin Pinkney](justinpinkney.com) ([@Buntworthy](https://twitter.com/Buntworthy)) at [Lambda Labs](https://lambdalabs.com/). |
