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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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--- |
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# Dreambooth model of my cat azzy |
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## Model by [jefsnacker](https://huggingface.co/jefsnacker) and [chel-z](https://huggingface.co/chel-z) |
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This is a Stable Diffusion model fine-tuned on pictures of Azriel with DreamBooth. |
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It can be used by modifying the `instance_prompt`: **photo of azzy cat** |
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This model was created as part of the DreamBooth Hackathon 🔥. Visit the [organization page](https://huggingface.co/dreambooth-hackathon) for instructions on how to take part! |
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You can also train your own concepts and upload them to the library by using [this notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_dreambooth_training.ipynb). |
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And you can run your new concept via `diffusers`: [Colab Notebook for Inference](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_dreambooth_inference.ipynb). |
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## Example Output |
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Reproducible generated sets of images! |
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--- |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/overwatch.png" style="height:200px"> |
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**Prompt:** azzy cat as an anime character in overwatch\ |
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**Guidance Scale:** 7\ |
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**Seed:** 42 |
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--- |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/dapper.png" style="height:200px"> |
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**Prompt:** portrait of azzy cat anthro as a dapper bartender with a big, fluffy tail, retro futurism, art deco, detailed, painterly digital art by wlop and cory loftis and delphin enjolras, 🐿🍸🍋, furaffinity, trending on artstation\ |
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**Guidance Scale:** 9\ |
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**Seed:** 42 |
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--- |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/armored.png" style="height:200px"> |
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**Prompt:** Portrait painting of a cute azzy cat with armor, ultra realistic, concept art, intricate details, eerie, highly detailed, photorealistic, octane render, 8 k, unreal engine. art by artgerm and greg rutkowski and charlie bowater and magali villeneuve and alphonse mucha\ |
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**Guidance Scale:** 12\ |
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**Seed:** 42 |
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--- |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/cartoon.png" style="height:200px"> |
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**Prompt:** Cute and adorable cartoon fluffy azzy cat with cap, fantasy, dreamlike, city scenario, surrealism, super cute, trending on artstation\ |
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**Guidance Scale:** 7\ |
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**Seed:** 42 |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/tux.png" style="height:200px"> |
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**Prompt:** azzy cat wearing a tuxedo at a wedding\ |
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**Guidance Scale:** 4.5\ |
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**Seed:** 42 |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/software.png" style="height:200px"> |
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**Prompt:** portrait of azzy cat as the average ai software engineer working at a computer\ |
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**Guidance Scale:** 5\ |
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**Seed:** 42 |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/tekken.png" style="height:200px"> |
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**Prompt:** Screenshot of game on ps 4 azzy cat fighting against godzilla character, xp bars, health bars, unreal engine\ |
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**Guidance Scale:** 7\ |
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**Seed:** 42 |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/swimming.png" style="height:200px"> |
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**Prompt:** azzy cat swimming underwater\ |
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**Guidance Scale:** 6\ |
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**Seed:** 42 |
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<img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/spacesuit.png" style="height:200px"> |
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**Prompt:** photo of azzy cat in a spacesuit\ |
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**Guidance Scale:** 4\ |
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**Seed:** 42 |
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## Sample Images |
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12 images of Azriel were used to train the model. |
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<table> |
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<tr> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy00.jpg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy01.jpeg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy02.jpeg" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy03.jpg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy04.jpg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy05.jpg" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy06.jpeg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy07.jpeg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy08.jpeg" style="height:200px"> </td> |
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</tr> |
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<tr> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy09.jpeg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy10.jpeg" style="height:200px"> </td> |
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<td align="center"><img src="https://huggingface.co/jefsnacker/azzy/resolve/main/concept_images/azzy11.jpeg" style="height:200px"> </td> |
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</tr> |
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</table> |
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## Usage |
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```python |
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from diffusers import StableDiffusionPipeline, DPMSolverMultistepScheduler |
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pipe = StableDiffusionPipeline.from_pretrained( |
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"jefsnacker/azzy", |
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scheduler = DPMSolverMultistepScheduler.from_pretrained("jefsnacker/azzy", subfolder="scheduler"), |
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torch_dtype=torch.float16, |
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).to("cuda") |
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guidance_scale = 7 |
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prompt = "Cute and adorable cartoon fluffy azzy cat with cap, with yellow eyes, fantasy, dreamlike, city scenario, surrealism, super cute, trending on artstation" |
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images = pipe(prompt, num_images_per_prompt=1, num_inference_steps=50, guidance_scale=guidance_scale).images |
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image[0] |
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``` |
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