---
license: cc-by-nc-sa-4.0
task_categories:
- text-to-image
language:
- en
tags:
- anime
- art
size_categories:
- 1M<n<10M
---
**WD**: SmilingWolf/wd-swinv2-tagger-v3  
GPU: 1x Intel ARC A770 16 GB  

**NL**: vikhyatk/moondream2  
GPU: 8x NVIDIA H100 80 GB SXM5  

**BLIP**: Salesforce/xgen-mm-phi3-mini-instruct-r-v1  
GPU: 1x AMD RX 7900 XTX 24 GB  

**TEXT**: llava-hf/llava-1.5-7b-hf  
GPU: 1x AMD RX 7900 XTX 24 GB + 1x Intel ARC A770 16 GB  

**AESTHETICS** (Only on WD): shadowlilac/aesthetic-shadow-v2  
GPU: 1x AMD RX 7900 XTX 24 GB + 1x Intel ARC A770 16 GB  

**QUALITY** (Only on WD): https://huggingface.co./hakurei/waifu-diffusion-v1-4/blob/main/models/aes-B32-v0.pth  
GPU: 1x Intel ARC A770 16 GB  

| dataset name | total images |
|---|---|
| **newest** | 1.848.331 |
| **recent** | 1.380.630 |
| **mid** | 993.227 |
| **early** | 566.152 |
| **oldest** | 160.397 |
| **pixiv** | 343.614 |
| **visual novel cg** | 231.358 |
| **anime wallpaper** | 104.790 |
| **Total** | 5.628.499 |


**Note**:  
 - Smallest size is 1280x600 | 768.000 pixels
 - Deduped based on image similarity using czkawka-cli


## WD Tag Order:

```
aesthetic tags, quality tags, date tags, custom tags, rating tags, character, series, rest of the tags
```

### WD Date:

| tag | date |
|---|---|
| **newest** | 2022 to 2024 |
| **recent** | 2019 to 2021 |
| **mid** | 2015 to 2018 |
| **early** | 2011 to 2014 |
| **oldest** | 2005 to 2010 |

### WD Aesthetics:

| 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 |

### WD Quality Tags:

| 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 |

## WD Rating Tags:

| tag | count |
|---|---|
| **general** | 1.416.451 |
| **sensitive** | 3.447.664 |
| **nsfw** | 427.459 |
| **explicit nsfw** | 336.925 |

## WD Custom Tags:

| dataset name | custom tag |
|---|---|
| **image boards** | date, art by Artist Name, |
| **text** | The text says "text", |
| **characters** | character, series
| **pixiv** | art by Display Name, |
| **visual novel cg** | Full VN Name, visual novel cg, |
| **anime wallpaper** | date, anime wallpaper, |