Swearnet Moderation Service

Stage 0 normalize + signals (CPU)

Stage 1 Aho-Corasick dicts + check-swear (CPU)

Stage 2 rubert-tiny-toxicity + s-nlp classifier (GPU)

Stage 3 qwen3.8-27b-32k via Ollama (GPU)

Endpoints

POST /swear  ·  POST /moderate/jobs  ·  POST /moderate (debug)  ·  POST /categorize

POST /floodbarier/jobs  ·  POST /floodbarier (debug)  ·  POST /usefulness/jobs  ·  POST /usefulness (debug)  ·  POST /moderate-image/jobs  ·  POST /moderate-image (debug)  ·  POST /extract-device-fit/jobs  ·  POST /extract-device-fit (debug)  ·  POST /moderate-chat-spam  ·  POST /check (deprecated)  ·  GET /health

/docs  ·  /health