Text-to-Image
Diffusers
Safetensors
English
StableDiffusionXLPipeline
stable-diffusion
stable-diffusion-xl
8-bit precision
Instructions to use msArray/animagine-xl-4.0-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use msArray/animagine-xl-4.0-8bit with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("msArray/animagine-xl-4.0-8bit", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| language: | |
| - en | |
| tags: | |
| - text-to-image | |
| - stable-diffusion | |
| - safetensors | |
| - stable-diffusion-xl | |
| license: openrail++ | |
| base_model: | |
| - cagliostrolab/animagine-xl-4.0 | |
| base_model_relation: quantized | |
| # Animagine XL 4.0 8bit | |
| ## Example Code | |
| ```python | |
| import torch | |
| from diffusers import StableDiffusionXLPipeline | |
| import os | |
| import secrets | |
| pipe = StableDiffusionXLPipeline.from_pretrained( | |
| "msArray/animagine-xl-4.0-8bit", | |
| torch_dtype=torch.float16, | |
| use_safetensors=True, | |
| device_map="cuda" | |
| ) | |
| prompt = "1girl, toki \(blue archive\), blue archive, safe, masterpiece, high score, great score, absurdres" | |
| negative_prompt = "lowres, bad anatomy, bad hands, text, error, missing finger, extra digits, fewer digits, cropped, worst quality, low quality, low score, bad score, average score, signature, watermark, username, blurry" | |
| image = pipe( | |
| prompt, | |
| negative_prompt=negative_prompt, | |
| width=832, | |
| height=1216, | |
| guidance_scale=5, | |
| num_inference_steps=28 | |
| ).images[0] | |
| if not os.path.exists("./output"): | |
| os.makedirs("./output") | |
| image.save(f"./output/{secrets.token_hex(10)}.png") | |
| ``` | |
|  | |