Instructions to use stabilityai/stable-diffusion-xl-base-1.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use stabilityai/stable-diffusion-xl-base-1.0 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download scheduler/scheduler_config.json from stabilityai/stable-diffusion-xl-base-1.0: direct link, hf CLI and curl.
- Browser
- Download file 479 Bytes
-
https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/e3de54693ba9846e7ba3194ed987ce114291189d/scheduler/scheduler_config.json
- Command line
-
hf download hf://stabilityai/stable-diffusion-xl-base-1.0@e3de54693ba9846e7ba3194ed987ce114291189d/scheduler/scheduler_config.json
-
curl -L -o scheduler_config.json https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/e3de54693ba9846e7ba3194ed987ce114291189d/scheduler/scheduler_config.json
479 Bytes
| { | |
| "_class_name": "EulerDiscreteScheduler", | |
| "_diffusers_version": "0.19.0.dev0", | |
| "beta_end": 0.012, | |
| "beta_schedule": "scaled_linear", | |
| "beta_start": 0.00085, | |
| "clip_sample": false, | |
| "interpolation_type": "linear", | |
| "num_train_timesteps": 1000, | |
| "prediction_type": "epsilon", | |
| "sample_max_value": 1.0, | |
| "set_alpha_to_one": false, | |
| "skip_prk_steps": true, | |
| "steps_offset": 1, | |
| "timestep_spacing": "leading", | |
| "trained_betas": null, | |
| "use_karras_sigmas": false | |
| } | |