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Merged
merged 2 commits into from
Oct 29, 2025
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Add NSFW docs #22

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cdba06e
Add NSFW docs
steven10a Oct 29, 2025
c327c0f
delete old NSFW file
steven10a Oct 29, 2025
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Binary file modified docs/benchmarking/NSFW_roc_curve.png
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10 changes: 6 additions & 4 deletions docs/ref/checks/nsfw.md
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Expand Up @@ -82,10 +82,12 @@ This benchmark evaluates model performance on a balanced set of social media pos

| Model | ROC AUC | Prec@R=0.80 | Prec@R=0.90 | Prec@R=0.95 | Recall@FPR=0.01 |
|--------------|---------|-------------|-------------|-------------|-----------------|
| gpt-4.1 | 0.989 | 0.976 | 0.962 | 0.962 | 0.717 |
| gpt-4.1-mini (default) | 0.984 | 0.977 | 0.977 | 0.943 | 0.653 |
| gpt-4.1-nano | 0.952 | 0.972 | 0.823 | 0.823 | 0.429 |
| gpt-4o-mini | 0.965 | 0.977 | 0.955 | 0.945 | 0.842 |
| gpt-5 | 0.9532 | 0.9195 | 0.9096 | 0.9068 | 0.0339 |
| gpt-5-mini | 0.9629 | 0.9321 | 0.9168 | 0.9149 | 0.0998 |
| gpt-5-nano | 0.9600 | 0.9297 | 0.9216 | 0.9175 | 0.1078 |
| gpt-4.1 | 0.9603 | 0.9312 | 0.9249 | 0.9192 | 0.0439 |
| gpt-4.1-mini (default) | 0.9520 | 0.9180 | 0.9130 | 0.9049 | 0.0459 |
| gpt-4.1-nano | 0.9502 | 0.9262 | 0.9094 | 0.9043 | 0.0379 |

**Notes:**

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3 changes: 2 additions & 1 deletion mkdocs.yml
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Expand Up @@ -38,13 +38,14 @@ nav:
- "Streaming vs Blocking": streaming_output.md
- Tripwires: tripwires.md
- Checks:
- Prompt Injection Detection: ref/checks/prompt_injection_detection.md
- Contains PII: ref/checks/pii.md
- Custom Prompt Check: ref/checks/custom_prompt_check.md
- Hallucination Detection: ref/checks/hallucination_detection.md
- Jailbreak Detection: ref/checks/jailbreak.md
- Moderation: ref/checks/moderation.md
- NSFW: ref/checks/nsfw.md
- Off Topic Prompts: ref/checks/off_topic_prompts.md
- Prompt Injection Detection: ref/checks/prompt_injection_detection.md
- URL Filter: ref/checks/urls.md
- Evaluation Tool: evals.md
- API Reference:
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