Alexander Whitestone
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fc381211c8
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fix: deploy Qwen2.5-7B for local crisis support (closes #668)
Local model deployment via Ollama for privacy-preserving crisis detection.
Performance (research #661): Crisis F1=0.880, Risk F1=0.907, 1-3s latency.
tools/qwen_crisis.py:
- check_ollama_running() / check_model_installed() / install_model()
- detect_crisis(text) -> {is_crisis, confidence, risk_level, indicators}
- generate_crisis_response(detection) -> empathetic response text
- get_status() -> deployment health check
tests/test_qwen_crisis_support.py:
- Ollama connection, model status, crisis detection, latency, privacy
docs/qwen-crisis-deployment.md:
- Setup, usage, privacy guarantee, integration guide
3 files, 450 insertions.
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2026-04-14 23:04:15 -04:00 |
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