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--- |
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license: creativeml-openrail-m |
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tags: |
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- pytorch |
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- diffusers |
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- stable-diffusion |
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- text-to-image |
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- diffusion-models-class |
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- dreambooth-hackathon |
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- wildcard |
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widget: |
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- text: bergraffi albert einstein shouting |
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--- |
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# DreamBooth model for the bergraffi concept trained by bakebrain. |
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This is a Stable Diffusion model fine-tuned on the bergraffi concept with DreamBooth. It can be used by modifying the `instance_prompt`: **photo of bergraffi futuristic cyberpunk portrait painted by van gogh** |
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This model was created as part of the DreamBooth Hackathon 🔥. Visit the [organisation page](https://huggingface.co/dreambooth-hackathon) for instructions on how to take part! |
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## Description |
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This is a Stable Diffusion model fine-tuned on Berlin `graffiti` images. |
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#### Sample Images |
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150+ generated images can be found here: https://imgur.com/a/0Q00Rq7 |
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<table> |
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<tr> |
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<td align="center"><img src="sample_images/bergraffi_sample_1.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_2.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_3.png" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="sample_images/bergraffi_sample_4.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_5.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_6.png" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="sample_images/bergraffi_sample_7.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_8.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_9.png" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="sample_images/bergraffi_sample_10.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_11.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_12.png" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="sample_images/bergraffi_sample_13.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_14.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_15.png" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="sample_images/bergraffi_sample_16.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_17.png" style="height:200px"> </td> |
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<td align="center"><img src="sample_images/bergraffi_sample_18.png" style="height:200px"> </td> |
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</tr> |
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</table> |
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## Usage |
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Experiment with the guidance scale! Enjoy! |
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```python |
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from diffusers import StableDiffusionPipeline |
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pipeline = StableDiffusionPipeline.from_pretrained('bakebrain/bergraffi-berlin-graffiti') |
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prompt = "photo of bergraffi futuristic cyberpunk portrait painted by van gogh" |
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guidance_scale = 12 |
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image = pipeline(prompt, guidance_scale=guidance_scale).images[0] |
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image |
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``` |
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