ISAFE / WITNESS — SOP verification

SOURCE NOTE / SOURCE / 2026-09-17

qwen_vl.py

Lazy-loaded Qwen2.5-VL, NF4 quantization, bounded visual input and generation, uncertainty-preserving output parsing.

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SOURCE PROVENANCEaisop/packages/aisop/adjudication/clients/qwen_vl.py

A reviewed excerpt or summary from the project collection.

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