Command line

Analyze a string:

unbias-plus --text "Women are too emotional to lead."

Analyze a file and emit JSON:

unbias-plus --file article.txt --json

Start the API server and demo UI. The default model is vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct-Legacy and the default port is 8000. The demo UI is served at the same host and port:

unbias-plus --serve
unbias-plus --serve --model path/to/model --port 8000
unbias-plus --serve --load-in-4bit   # reduce VRAM (optional)

Available options: --model, --load-in-4bit, --max-new-tokens (default 2048), --host, --port, --json.