---
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]
```