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--- |
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language: |
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- en |
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license: creativeml-openrail-m |
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thumbnail: "https://huggingface.co/Guizmus/SDArt_underwaterworlds/resolve/main/showcase.jpg" |
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tags: |
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- stable-diffusion |
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- text-to-image |
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- image-to-image |
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--- |
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# PoW : UNDERWATER WORLDS |
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## Theme |
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Deep in the heart of the ocean, there was a realm of magic and mystery, where the creatures were of an unearthly nature. Lyra, a young and courageous mermaid, was determined to explore every space of this ethereal world. With each stroke of her powerful tail, she descended deeper into the abyssal unknown, encountering peculiar and breathtaking creatures - towering sea serpents with magnificent scales, colossal jellyfish that radiated with a vibrant light, and shoals of resplendent fish that swam in mesmerizing patterns. |
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As Lyra delved deeper, an expansive gateway of coral and seaweed emerged before her. Suddenly, she was surrounded by a swarm of bioluminescent seahorses that darted around her, their neon lights illuminating the shadows. Lyra couldn't help but smile at the sight, marveling at their beauty. After a moment, she composed herself and looked around. She was in disbelief at what lay before here - an underwater city of pure enchantment and intrigue. |
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The buildings were made of elegant stonework, adorned with an array of carvings depicting creatures beyond her wildest dreams. The walls were draped in a soft, radiant moss that illuminated the entire city like a cloudless starry night sky. The interplay of light and shadow danced in a hypnotic rhythm that left Lyra in a state of awe. She felt as if she had discovered a world that was both ancient and new, an underwater world of unexplored possibilities. |
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***Bring the magic of the underwater worlds to life*** |
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How would you capture the wonder and fluidity of the ocean depths? |
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What kind of unique underwater creatures or plants would Lyra have seen? |
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If you could explore one specific area of Lyra's world, what would it be?Remember to stay hydrated! |
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## Model description |
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This is a model related to the "Picture of the Week" contest on Stable Diffusion discord. |
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I try to make a model out of all the submission for people to continue enjoy the theme after the even, and see a little of their designs in other people's creations. The token stays "SDArt" and I balance the learning on the low side, so that it doesn't just replicate creations. |
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The total dataset is made of 38 pictures. It was trained on [Stable diffusion 1.5](https://huggingface.co/runwayml/stable-diffusion-v1-5). I used [EveryDream](https://github.com/victorchall/EveryDream2trainer) to do the training, 100 total repeat per picture. The pictures were tagged using the token "SDArt", and an arbitrary token I choose. The dataset is provided below, as well as a list of usernames and their corresponding token. |
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The recommended sampling is k_Euler_a or DPM++ 2M Karras on 20 steps, CFGS 7.5 . |
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## Trained tokens |
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* SDArt |
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* appt |
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* ohwx |
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* asr |
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* aten |
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* fcu |
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* chor |
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* cpec |
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* pfa |
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* kprc |
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* kuro |
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* asot |
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* elis |
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* sill |
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* exe |
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* bsp |
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* grl |
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* hap |
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* byes |
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* lpg |
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* yler |
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* avel |
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* vaw |
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* zaki |
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* ohn |
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* guin |
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* vini |
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* pz |
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* crit |
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* shma |
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* doa |
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* sks |
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* szn |
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* phol |
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* utm |
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* uy |
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* dds |
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* pte |
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* oxi |
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* ynna |
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## Download links |
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[SafeTensors](https://huggingface.co/Guizmus/SDArt_underwaterworlds/resolve/main/SDArt_underwaterworlds.safetensors) |
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[CKPT](https://huggingface.co/Guizmus/SDArt_underwaterworlds/resolve/main/SDArt_underwaterworlds.ckpt) |
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[Dataset](https://huggingface.co/Guizmus/SDArt_underwaterworlds/resolve/main/dataset.zip) |
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## 🧨 Diffusers |
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This model can be used just like any other Stable Diffusion model. For more information, |
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please have a look at the [Stable Diffusion](https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion). |
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You can also export the model to [ONNX](https://huggingface.co/docs/diffusers/optimization/onnx), [MPS](https://huggingface.co/docs/diffusers/optimization/mps) and/or [FLAX/JAX](). |
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```python |
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from diffusers import StableDiffusionPipeline |
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import torch |
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model_id = "Guizmus/SDArt_underwaterworlds" |
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pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16) |
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pipe = pipe.to("cuda") |
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prompt = "SDArt oxi" |
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image = pipe(prompt).images[0] |
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image.save("./SDArt.png") |
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``` |
