| # Installation | |
| E621 Rising V3 is ready to use with Stable Diffusion WebUI, Python, and anything else that can load SDXL `safetensors` files. | |
| ## Using with Stable Diffusion WebUI | |
| 1. Install [Stable Diffusion WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | |
| 2. Download [`e621-rising-v3-epoch-34.fp16.safetensors`](https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.fp16.safetensors) | |
| 3. Copy/move the file to `<stable-diffusion-webui>/models/Stable-diffusion` | |
| 4. Reload WebUI checkpoints | |
| 5. (Recommended) [Install Tag Autocomplete for WebUI](https://huggingface.co/hearmeneigh/e621-rising-v3/blob/main/AUTOCOMPLETE.md) | |
| For more information, [see here](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features#basic-models). | |
| ## Using with ComfyUI | |
| 1. Install [ComfyUI](https://github.com/comfyanonymous/ComfyUI/) | |
| 2. Download [`e621-rising-v3-epoch-34.fp16.safetensors`](https://huggingface.co/hearmeneigh/e621-rising-v3-safetensors/resolve/main/e621-rising-v3-epoch-34.fp16.safetensors) | |
| 3. Copy/move the file to `<comfyui>/models/checkpoints` | |
| 4. (Recommended) Download and load [`e621-rising-v3.comfuyi.json`](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/e621-rising-v3.comfuyi.json?download=true) ComfyUI workflow example | |
| ## Using with Python | |
| ```python | |
| from diffusers import DiffusionPipeline | |
| import torch | |
| pipe = DiffusionPipeline.from_pretrained("hearmeneigh/e621-rising-v3", torch_dtype=torch.float16, use_safetensors=True, variant="fp16") | |
| pipe.to("cuda") | |
| # if using torch < 2.0 | |
| # pipe.enable_xformers_memory_efficient_attention() | |
| prompt = "An astronaut riding a green horse" | |
| images = pipe(prompt=prompt).images[0] | |
| ``` |