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README.md
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## Versions
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### boring_e621
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- **Description**: The first proof of concept of this idea. It is less refined than the other versions, but its less-intense effect might still be desirable.
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- **Training Data Description**: A random selection of about 200 several-month-old images from e621.net having 0 favorites, fewer than 10(ish) up or down votes, and not having the tag "comic".
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- **Model Trained On**: [YE18](https://huggingface.co/Doubleyobro/yiffy-e18).
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<br>
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### boring_e621_v4
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- **Description**: Extends the basic Boring embedding idea with several improvements including:
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- Tweaks to how data was selected for inclusion.
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- Initialized with text "by <average vector representation of 100 low-scoring e621 artist names>" (which means that you should not have to use the word "by" to trigger it anymore)
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<br>
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### boring_e621_fluffyrock_v4
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- **Description**: A version of boring_e621_v4 trained on a different popular model that understands e621 tags.
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- **Training Data Description**: Identical training set to boring_e621_v4.
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- **Model Trained On**: [Some early non v-pred version of Fluffyrock](https://huggingface.co/lodestones/furryrock-model-safetensors).
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<br>
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### boring_pony_v1
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- **Description**: A proof of concept using a dataset collected from derpibooru.org and trained on a model that understands derpibooru tags.
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- **Training Data Description**: About 200 several-month-old images from derpibooru.org having 0 favorites, a score of <= 0, and fewer than 5 total up or down votes.
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- **Model Trained On**: [Pony Diffusion V4](https://huggingface.co/AstraliteHeart/pony-diffusion-v4)
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## Versions
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### **boring_e621**:
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- **Description**: The first proof of concept of this idea. It is less refined than the other versions, but its less-intense effect might still be desirable.
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| 55 |
- **Training Data Description**: A random selection of about 200 several-month-old images from e621.net having 0 favorites, fewer than 10(ish) up or down votes, and not having the tag "comic".
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- **Model Trained On**: [YE18](https://huggingface.co/Doubleyobro/yiffy-e18).
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<br>
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### **boring_e621_v4**:
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- **Description**: Extends the basic Boring embedding idea with several improvements including:
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- Tweaks to how data was selected for inclusion.
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| 65 |
- Initialized with text "by <average vector representation of 100 low-scoring e621 artist names>" (which means that you should not have to use the word "by" to trigger it anymore)
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<br>
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### **boring_e621_fluffyrock_v4**:
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- **Description**: A version of boring_e621_v4 trained on a different popular model that understands e621 tags.
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- **Training Data Description**: Identical training set to boring_e621_v4.
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- **Model Trained On**: [Some early non v-pred version of Fluffyrock](https://huggingface.co/lodestones/furryrock-model-safetensors).
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<br>
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### **boring_pony_v1**:
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- **Description**: A proof of concept using a dataset collected from derpibooru.org and trained on a model that understands derpibooru tags.
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- **Training Data Description**: About 200 several-month-old images from derpibooru.org having 0 favorites, a score of <= 0, and fewer than 5 total up or down votes.
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- **Model Trained On**: [Pony Diffusion V4](https://huggingface.co/AstraliteHeart/pony-diffusion-v4)
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