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---
library_name: diffusers
---
# InstinctiveDiffuse
InstinctiveDiffuse is fine-tuned from `StableDiffusionXL` base model that carefully trained on 100,000 free-copyright images, and carefully DPO tuned.
the base model is `stabilityai/stable-diffusion-xl-base-1.0` and the model has improved on being sharper in image generation with prompt tag of ~sharp~.
## Usage
the usage of the model is available via github of [InstinctiveDiffuse](https://github.com/erfanzar/InstinctiveDiffuse).
please also consider using these keep words to improve your prompts: best quality, ocean render, HD, --version 8.
## Direct Use
```python
import torch
from diffusers import StableDiffusionXLPipeline, EulerDiscreteScheduler
base = "Instinct-AI/InstinctiveDiffuse"
pipe = StableDiffusionXLPipeline.from_pretrained(base, torch_dtype=torch.float16)
pipe.scheduler = EulerDiscreteScheduler.from_config(pipe.scheduler.config, timestep_spacing="trailing")
pipe.enable_model_cpu_offload()
pipe(
"An astronaut riding a yellow horse on mars",
num_inference_steps=8,
guidance_scale=1
).images[0]
``` |