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nsfw-bge-m3-v5 – AI Model by KGESH | AlphaNeural AI
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nsfw-bge-m3-v5
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sentence-transformers
safetensors
xlm-roberta
sentence-similarity
feature-extraction
nsfw
embedding
bge-m3
en
ko
ja
KGESH/nsfw-bge-m3-v4
finetune
text-embeddings-inference
endpoints_compatible
us
not-for-all-audiences
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NSFW BGE-M3 v5 (Category-Aware)
NSFW keyword embedding model with category-level discrimination.
Improvements over v4
Co-occurrence based tag clustering from 23M+ adult videos (XVideos + Big-Porn)
Hard negatives: different NSFW categories (creampie vs deepthroat)
8557 clusters from 2.1M unique tags
Multilingual pairs (en/ko/ja) from Danbooru aliases
Training Data
172K training pairs (138K positive, 1.7K hard negative, 1.5K easy negative, 31K multilingual)
Stage 1: MNR Loss, 2 epochs, lr=1e-5
Stage 2: OnlineContrastiveLoss, 5 epochs, lr=5e-6, margin=0.85
