IOL-AI 2026 submission

• Weights: Qwen/Qwen2.5-7B-Instruct-AWQ
• Entrypoint: script.py
• Loads from ., reads /tmp/data/test.csv, writes submission.csv
• Strategy: analyze_constrained_v1 (adaptive analyze → batch/per-item + conservative constraints)
• Ablations: per_item_v1, analyze_adaptive_v1, structured_verify_v1
• Explanations: IOL_EXPLAIN=1 (analysis summary when available)
• Quant fallback: IOL_LOAD=bnb