| --- |
| library_name: diffusers |
| --- |
| # InstinctiveDiffuse |
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| InstinctiveDiffuse is fine-tuned from `StableDiffusionXL` base model that carefully trained on 100,000 free-copyright images, and carefully DPO tuned. |
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| 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~. |
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| ## 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. |
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| ## Direct Use |
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| ```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] |
| ``` |
