|
--- |
|
library_name: diffusers |
|
license: mit |
|
--- |
|
## epiCRealism XL Model Card |
|
|
|
epiCRealism Diffusion XL is a latent text-to-image diffusion model capable of generating images of people, mainly, and other things. For more information about how Stable Diffusion functions, please have a look at 🤗's [Stable Diffusion blog](https://huggingface.co/blog/stable_diffusion). |
|
|
|
You can use this with the 🧨Diffusers library from [Hugging Face](https://huggingface.co). |
|
|
|
 |
|
|
|
### Diffusers |
|
```py |
|
from diffusers import StableDiffusionXLPipeline |
|
import torch |
|
|
|
pipeline = StableDiffusionXLPipeline.from_pretrained("nroggendorff/epicrealismxl").to("cuda") |
|
|
|
image = pipeline(prompt="a girl standing in the rain").images[0] |
|
image.save("not.png") |
|
``` |
|
|
|
### Model Details |
|
- `train_batch_size`: 1 |
|
- `gradient_accumulation_steps`: 4 |
|
- `learning_rate`: 1e-2 |
|
- `lr_warmup_steps`: 500 |
|
- `mixed_precision`: "fp16" |
|
- `eval_metric`: "mean_squared_error" |
|
|
|
### Limitations |
|
|
|
- The model does not achieve perfect photorealism |
|
- The model cannot render legible text |
|
|
|
### Developed by |
|
- Noa Linden Roggendorff |
|
|
|
*This model card was written by Noa Roggendorff and is based on the [Stable Diffusion v1-5 Model Card](https://huggingface.co/runwayml/stable-diffusion-v1-5).* |
