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library_name: diffusers |
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--- |
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# 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 |
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the usage of the model is available via github of [InstinctiveDiffuse](https://github.com/erfanzar/InstinctiveDiffuse). |
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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 |
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import torch |
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from diffusers import StableDiffusionXLPipeline, EulerDiscreteScheduler |
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base = "Instinct-AI/InstinctiveDiffuse" |
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pipe = StableDiffusionXLPipeline.from_pretrained(base, torch_dtype=torch.float16) |
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pipe.scheduler = EulerDiscreteScheduler.from_config(pipe.scheduler.config, timestep_spacing="trailing") |
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pipe.enable_model_cpu_offload() |
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pipe( |
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"An astronaut riding a yellow horse on mars", |
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num_inference_steps=8, |
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guidance_scale=1 |
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).images[0] |
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``` |
