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feature
Molmo2-4B Text Content Moderator: Analyze text content for safety, appropriateness, and policy compliance. Detects hate speech, violence, sexual content, and other harmful categories. Open-source vision-language model. Ready-to-use REST API, no cold starts, affordable pricing.
Idle
{ "hate": false, "sexual": false, "violence": false, "harassment": false, "sexual/minors": false }
Your request will cost $0.003 per run.
For $1 you can run this model approximately 333 times.
ExamplesView all
README
Molmo2 Text Content Moderator
Automatically screen text for harmful content with Molmo2 Text Content Moderator. This AI-powered moderation tool analyzes text and returns safety classifications for harassment, hate speech, sexual content, and violence — essential for chat platforms, user-generated content, and compliance workflows.
Related Models
- Molmo2 Image Content Moderator — Screen images for harmful content.
- Molmo2 Video Content Moderator — Screen videos for harmful content.
Why It Works Great
- Comprehensive detection: Screens for harassment, hate, sexual content, and violence.
- Child safety: Dedicated detection for content involving minors.
- Instant results: Near-instant processing for real-time moderation.
- JSON output: Clean, structured results for easy integration.
- Ultra-affordable: Just $0.003 per request — 333 requests for $1.
- Simple integration: Single text input for straightforward API calls.
Parameters
| Parameter | Required | Description |
|---|---|---|
| text | Yes | Text content to analyze for harmful content. |
How to Use
- Enter your text — paste or type the content to analyze.
- Run — click the button to analyze.
- Review results — check the JSON output for safety classifications.
Pricing
Flat rate per text analyzed.
| Output | Cost |
|---|---|
| Per request | $0.003 |
| 100 requests | $0.30 |
| 1,000 requests | $3.00 |
Output Format
The model returns a JSON object with boolean flags for each content category:
{
"harassment": false,
"hate": false,
"sexual": false,
"sexual/minors": false,
"violence": false
}
Detection Categories
| Category | Description |
|---|---|
| harassment | Bullying, intimidation, or targeted abuse |
| hate | Hate speech, discrimination, or prejudice |
| sexual | Adult sexual content or explicit language |
| sexual/minors | Any sexual content involving minors |
| violence | Threats, graphic violence descriptions, or harmful content |
Best Use Cases
- Chat Platforms — Moderate messages in real-time.
- Comments & Reviews — Screen user comments before publishing.
- Forums & Communities — Ensure posts meet community guidelines.
- Social Media — Filter text content at scale.
- Customer Support — Flag abusive messages automatically.
- Content Pipelines — Pre-screen text before human review.
Pro Tips for Best Results
- Use as a first-pass filter before human moderation for edge cases.
- Integrate via API for real-time chat moderation.
- At $0.003 per request, high-volume moderation is extremely cost-effective.
- Combine with image and video moderation for comprehensive screening.
- Process messages as they arrive for instant feedback.
Notes
- Processing is near-instant for real-time applications.
- Returns boolean values — true indicates detected content.
- Designed for automated workflows with JSON output.
- Consider human review for flagged content or edge cases.
- Works with any language text input.