slop-detector-mini-2 Model Card

Overview

Binary text classification model for detecting AI-generated content in Reddit comments. Optimized for client-side inference via Transformers.js in browser extensions.

Repository: reddit-llm-comment-detector

Model Details

• Problem Type: Binary Text Classification
• Training: AutoTrain framework
• Domain: Reddit-style conversational text
• Deployment: Browser-based inference (ONNX/Transformers.js)

Performance Metrics

Metric	Value
Loss	0.04163680970668793
F1 Score	0.9911573288058857
Precision	0.985579628587507
Recall	0.9967985202048947
AUC	0.9997115393414552
Accuracy	0.991107000569152

Usage

Used in browser extensions for real-time detection of AI-generated Reddit comments. Comments with >50% confidence scores are flagged for users.

Limitations

• Optimized for Reddit-style text; may vary on formal content
• English language focused
• No detection system is 100% accurate