zhangsiyuan
52ba43f08d
- Module C: BC+PPO training v5/v6 done; eval results in experiments/eval_intervention_v{5,6}.json
- Reward: v5 label-aligned constrained reward (code/src/rl/reward.py)
- Ablations: Module B (history_r, response_only, full) + Module C (wo_category_reward)
- SOTA baselines: WildGuard and ShieldGemma2b eval scripts and results
- Paper: update sections 05–08 (Module B/C description, experiments table, discussion)
- Docs: add record.md (change log), update state.md and exp.md; retire change.md
- Tools: add html-to-ppt utilities and run_shieldgemma2b.sh
- Configs: add ablation YAML configs for Module B and C
- Cleanup: remove stale reference/ PNG screenshots
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
81 lines
1.7 KiB
JSON
81 lines
1.7 KiB
JSON
{
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"meta": {
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"model": "shieldgemma2b",
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"model_path": "/root/siton-data-2849d4ce327c4ccfb233ce33868fe7fe/zsy/shieldgemma-2b",
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"test_file": "data/processed/CompanionRisk-Bench/test.jsonl",
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"n_total": 1486,
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"n_risky": 1039,
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"threshold": 0.5
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},
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"shieldgemma2b": {
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"binary_f1": 0.0266,
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"high_risk_recall": 0.0135,
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"high_risk_precision": 1.0,
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"false_negative_rate": 0.9865,
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"level_macro_f1": null,
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"level_weighted_f1": null,
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"per_category_recall": {
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"R1": {
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"total": 136,
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"detected": 3,
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"recall": 0.0221,
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"miss_rate": 0.9779
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},
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"R2": {
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"total": 142,
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"detected": 0,
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"recall": 0.0,
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"miss_rate": 1.0
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},
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"R3": {
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"total": 95,
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"detected": 0,
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"recall": 0.0,
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"miss_rate": 1.0
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},
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"R4": {
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"total": 116,
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"detected": 0,
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"recall": 0.0,
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"miss_rate": 1.0
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},
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"R5": {
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"total": 64,
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"detected": 0,
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"recall": 0.0,
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"miss_rate": 1.0
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},
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"R6": {
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"total": 97,
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"detected": 8,
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"recall": 0.0825,
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"miss_rate": 0.9175
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},
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"R7": {
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"total": 91,
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"detected": 2,
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"recall": 0.022,
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"miss_rate": 0.978
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},
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"R8": {
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"total": 73,
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"detected": 0,
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"recall": 0.0,
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"miss_rate": 1.0
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},
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"R9": {
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"total": 152,
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"detected": 1,
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"recall": 0.0066,
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"miss_rate": 0.9934
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},
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"R10": {
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"total": 73,
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"detected": 0,
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"recall": 0.0,
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"miss_rate": 1.0
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}
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},
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"note": "level metrics N/A — model outputs binary safe/unsafe only"
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}
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} |