Update README.md

README.md

@@ -3,6 +3,127 @@ pipeline_tag: text-to-image
 license: other
 license_name: faipl-1.0-sd
 license_link: LICENSE
+tags:
+- text-to-image
+- diffusers
 prior:
 - Disty0/sotediffusion-v2-prior
 ---
+
+
+# SoteDiffusion V2
+
+An anime diffusion model finetuned on Würstchen V3. 
+
+# Release Notes
+
+- This release is sponsored by <a href="https://fal.ai/grants?rel=sote-diffusion" target="_blank">fal.ai/grants</a>  
+- Trained on 12M text & image paris including WD tags and natural language captions for a single epoch on 8xH100 80GB SXM5 GPUs.
+- 
+
+<style>
+.image {
+    float: left;
+    margin-left: 10px;
+}
+</style>
+
+<table>
+<img class="image" src="https://cdn-uploads.huggingface.co/production/uploads/6456af6195082f722d178522/KJTHqR3otoKoiXxvbudp8.png" width="320">
+<img class="image" src="https://cdn-uploads.huggingface.co/production/uploads/6456af6195082f722d178522/uua4L9aaqJ0LI8gYv4xmC.png" width="320">
+</table>
+
+
+## WD Tags:
+
+Model is trained with this tag order:  
+```
+aesthetic tags, quality tags, date tags, custom tags, rating tags, character, series, rest of the tags
+```
+
+### Date:
+
+| tag | date |
+|---|---|
+| **newest** | 2022 to 2024 |
+| **recent** | 2019 to 2021 |
+| **mid** | 2015 to 2018 |
+| **early** | 2011 to 2014 |
+| **oldest** | 2005 to 2010 |
+
+### Aesthetic Tags:
+**Model used**: shadowlilac/aesthetic-shadow-v2
+
+| score greater than | tag | count |
+|---|---|---|
+| **0.90** | extremely aesthetic | 125.451 |
+| **0.80** | very aesthetic | 887.382 |
+| **0.70** | aesthetic | 1.049.857 |
+| **0.50** | slightly aesthetic | 1.643.091 |
+| **0.40** | not displeasing | 569.543 |
+| **0.30** | not aesthetic | 445.188 |
+| **0.20** | slightly displeasing | 341.424 |
+| **0.10** | displeasing | 237.660 |
+| **rest of them** | very displeasing | 328.712 |
+
+### Quality Tags:
+**Model used**: https://huggingface.co/hakurei/waifu-diffusion-v1-4/blob/main/models/aes-B32-v0.pth
+
+| score greater than | tag | count |
+|---|---|---|
+| **0.980** | best quality | 1.270.447 |
+| **0.900** | high quality | 498.244 |
+| **0.750** | great quality | 351.006 |
+| **0.500** | medium quality | 366.448 |
+| **0.250** | normal quality | 368.380 |
+| **0.125** | bad quality | 279.050 |
+| **0.025** | low quality | 538.958 |
+| **rest of them** | worst quality | 1.955.966 |
+
+## Rating Tags:
+
+| tag | count |
+|---|---|
+| **general** | 1.416.451 |
+| **sensitive** | 3.447.664 |
+| **nsfw** | 427.459 |
+| **explicit nsfw** | 336.925 |
+
+## Custom Tags:
+
+| dataset name | custom tag |
+|---|---|
+| **image boards** | date, |
+| **text** | The text says "text", |
+| **characters** | character, series
+| **pixiv** | art by Display_Name, |
+| **visual novel cg** | Full_VN_Name (short_3_letter_name), visual novel cg, |
+| **anime wallpaper** | date, anime wallpaper, |
+
+
+## Limitations and Bias
+
+### Bias
+
+- This model is intended for anime illustrations.  
+  Realistic capabilites are not tested at all.  
+
+### Limitations
+
+- Can fall back to realistic.  
+  Add "realistic" tag to the negatives when this happens.  
+- Far shot eyes and hands can be bad.
+- Still has a lot of room for more train.
+- Diffusers outputs aren't as good as ComfyUI outputs.
+
+
+## License
+
+SoteDiffusion models falls under [Fair AI Public License 1.0-SD](https://freedevproject.org/faipl-1.0-sd/) license, which is compatible with Stable Diffusion models’ license. Key points:
+
+1. **Modification Sharing:** If you modify SoteDiffusion models, you must share both your changes and the original license.
+2. **Source Code Accessibility:** If your modified version is network-accessible, provide a way (like a download link) for others to get the source code. This applies to derived models too.
+3. **Distribution Terms:** Any distribution must be under this license or another with similar rules.
+4. **Compliance:** Non-compliance must be fixed within 30 days to avoid license termination, emphasizing transparency and adherence to open-source values.
+
+**Notes**: Anything not covered by Fair AI license is inherited from Stability AI Non-Commercial license which is named as LICENSE_INHERIT.