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README.md
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---
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license: agpl-3.0
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language:
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- en
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- vi
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pipeline_tag: text-to-image
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tags:
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- art
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---
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# Waifumake (●'◡'●) AI Art model.
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![](logo.png)
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A single student training an AI model that generates art.
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- You should use it as a supportive tool for creating works of art, and not rely on it completely.
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- It can be used as a tool for upscaling or rendering anime-style images from 3D modeling software (Blender).
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- Create an image from a sketch you created from a pure drawing program. (MS Paint)
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## Training:
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- **Data**: The model is trained based on a database of various sources from the Internet provided by my friend and images created by another AI.
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- **Schedule**: Euler Ancestral.
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- **Optimizer**: AdamW.
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- **Precision**: BF16
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- **Hardware**: Google Colaboratory Pro - NVIDIA A100 40GB VRAM.
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## Limitations
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### **Limitations:**
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- Loss of detail, errors, bad human-like (six-fingered hand) details, deformation, blurring, and unclear images are inevitable.
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- Complex tasks cannot be handled.
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- Content may not be appropriate for all ages: As it is trained on data that includes adult content, the generated images may contain content not suitable for children (depending on your country there will be a specific regulation about it). If you do not want to appear adult content, make sure you have additional safety measures in place, such as adding "NSFW" to the negative prompt.
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- The results generated by the model are considered impressive. But unfortunately, currently, it only supports the English language, to use multilingual, consider using third-party translation programs.
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- The model is trained on the `Danbooru` and `Nai` tagging system, so the long text may result in poor results.
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Want to support me? Thank you, please help me make it better. ❤️
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## <p style="color:red">⚠️Prohibited behaviors:<p>
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- Using for political, terrorist, subversive, racist, disrespectful of law, and lawless purposes.
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- Stealing, copying, or reproducing someone else's work without permission for commercial or malicious purposes.
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- Spreading false information.
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## Special Thank:
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This wouldn't have happened if they hadn't made a breakthrough.
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- [Runwayml](https://huggingface.co/runwayml/): Base model.
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- [d8ahazard](https://github.com/d8ahazard/.sd_dreambooth_extension) : Dreambooth.
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- [Automatic1111](https://github.com/AUTOMATIC1111/) : Web UI.
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- [Mikubill](https://github.com/Mikubill/): Where my ideas started.
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- Novel AI: Dataset images. An AI made me thousands of pictures without worrying about copyright or dispute.
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- My friend and others.
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- YOU! Yes, is you 🫵
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We will not be held responsible for any legal issues you cause.
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# Have fun with your waifu! (●'◡'●)
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# Waifumake (●'◡'●) AI Art model.
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![AI make it](logo.png)
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A single student training an AI model that generates art.
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- You should use it as a supportive tool for creating works of art, and not rely on it completely.
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- It can be used as a tool for upscaling or rendering anime-style images from 3D modeling software (Blender).
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- Create an image from a sketch you created from a pure drawing program. (MS Paint)
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- The `masterpiece` and `best quality` tags are not necessary, as it sometimes leads to contradictory results, but if it is distorted or discolored, add them now.
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## Preview:
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![](preview1.png)
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![](preview2.png)
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![](preview3.png)
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## Training:
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- **Data**: The model is trained based on a database of various sources from the Internet provided by my friend and images created by another AI.
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- **Schedule**: Euler Ancestral Discrete.
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- **Optimizer**: AdamW.
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- **Precision**: BF16.
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- **Hardware**: Google Colaboratory Pro - NVIDIA A100 40GB VRAM.
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## **Limitations:**
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- Loss of detail, errors, bad human-like (six-fingered hand) details, deformation, blurring, and unclear images are inevitable.
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- Complex tasks cannot be handled.
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- ⚠️Content may not be appropriate for all ages: As it is trained on data that includes adult content, the generated images may contain content not suitable for children (depending on your country there will be a specific regulation about it). If you do not want to appear adult content, make sure you have additional safety measures in place, such as adding "nsfw" to the negative prompt.
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- The results generated by the model are considered impressive. But unfortunately, currently, it only supports the English language, to use multilingual, consider using third-party translation programs.
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- The model is trained on the `Danbooru` and `Nai` tagging system, so the long text may result in poor results.
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- Dark, grayscale, white balance loss. The fix is to use image editing software like Photoshop. In the future, I need a more colorful dataset.
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- My amount of money: 0 USD =((.
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![](money-wallet.gif)
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## <p style="color:red">⚠️Prohibited behaviors:<p>
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- Using for political, terrorist, subversive, racist, disrespectful of law, and lawless purposes.
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- Stealing, copying, or reproducing someone else's work without permission for commercial or malicious purposes.
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- Spreading false information.
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## **Desires:**
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As it is a version made only by myself and my small associates, the model will not be perfect and may differ from what people expect. Any contributions from everyone will be respected.
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Want to support me? Thank you, please help me make it better. ❤️
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## Special Thank:
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This wouldn't have happened if they hadn't made a breakthrough.
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- [Runwayml](https://huggingface.co/runwayml/): Base model.
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55 |
- [d8ahazard](https://github.com/d8ahazard/.sd_dreambooth_extension) : Dreambooth.
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- [Automatic1111](https://github.com/AUTOMATIC1111/) : Web UI.
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- [Mikubill](https://github.com/Mikubill/): Where my ideas started.
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- Chat-GPT: Help me do crazy things that I thought I would never do.
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- Novel AI: Dataset images. An AI made me thousands of pictures without worrying about copyright or dispute.
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- Danbooru: Help me write the correct tag.
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- My friend and others.
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- YOU! Yes, is you 🫵
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We will not be held responsible for any legal issues you cause.
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Don't forget me.
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# Have fun with your waifu! (●'◡'●)
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money-wallet.gif
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preview1.png
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preview2.png
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preview3.png
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