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Update README with output images

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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
 
 
 
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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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@@ -17,6 +20,81 @@ This model was created as part of the DreamBooth Hackathon πŸ”₯. Visit the [orga
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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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  ## Sample Images
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  12 images of Azriel were used to train the model.
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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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+
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+ ## Model by [jefsnacker](https://huggingface.co/jefsnacker) and [chel-z](https://huggingface.co/chel-z)
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+
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+
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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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  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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+ ---
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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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+
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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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+ ---
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+ <img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/dapper.png" style="height:200px">
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+
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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, πŸΏπŸΈπŸ‹, 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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+ ---
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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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+
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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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+ ---
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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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+
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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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+
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+
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+ ---
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+
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+ <img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/tux.png" style="height:200px">
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+
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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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+
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+ ---
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+
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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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+
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+ ---
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+
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+ <img src="https://huggingface.co/jefsnacker/azzy/resolve/main/output_images/tekken.png" style="height:200px">
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+
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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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+
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+ ---
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+
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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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+
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+ ---
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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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+
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  ## Sample Images
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  12 images of Azriel were used to train the model.
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