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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,
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Models trained or fine-tuned on Disty0/sotediffusion-v1-text_only