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provider-replicate/llama-guard-moderation (LlamaGuard Content Moderation)
You can run this example with:
npx promptfoo@latest init --example provider-replicate/llama-guard-moderation
cd provider-replicate/llama-guard-moderation
This example demonstrates how to use Meta's LlamaGuard models for content moderation in promptfoo.
Features
This example shows:
- Using LlamaGuard 3 for content moderation
- Checking for specific safety categories
- Examples of content that might trigger different categories
- Placeholder for LlamaGuard 4 (when available on Replicate)
LlamaGuard Categories
LlamaGuard monitors these safety categories:
| Code | Category | Description |
|---|---|---|
| S1 | Violent Crimes | Content enabling violent crimes |
| S2 | Non-Violent Crimes | Content enabling non-violent crimes |
| S3 | Sex Crimes | Content enabling sex-related crimes |
| S4 | Child Exploitation | Content depicting child abuse |
| S5 | Defamation | Defamatory statements |
| S6 | Specialized Advice | Dangerous financial, medical, or legal advice |
| S7 | Privacy | Sensitive personal information |
| S8 | Intellectual Property | IP violations |
| S9 | Indiscriminate Weapons | WMD creation |
| S10 | Hate | Hateful content |
| S11 | Self-Harm | Content enabling self-harm |
| S12 | Sexual Content | Adult content |
| S13 | Elections | Election misinformation |
| S14 | Code Interpreter Abuse | Code exploitation (LlamaGuard 4 only) |
Setup
-
Get a Replicate API token from https://replicate.com/account/api-tokens
-
Set the environment variable:
export REPLICATE_API_TOKEN=r8_your_token_here -
Run the evaluation:
promptfoo eval
LlamaGuard 4
LlamaGuard 4 is a 12B parameter model that adds the S14 category for code interpreter abuse detection. It's the default moderation provider for promptfoo on Replicate.
Using LlamaGuard 4:
- It's automatically used as the default moderation provider
- You can explicitly specify it with:
replicate:moderation:meta/llama-guard-4-12b - The example in the configuration file demonstrates S14 category detection
For compatibility, you can still use LlamaGuard 3:
- Specify:
replicate:moderation:meta/llama-guard-3-8b:146d1220d447cdcc639bc17c5f6137416042abee6ae153a2615e6ef5749205c8 - Provides coverage for categories S1-S13