NSFW Content Classifier Model Description This model is a fine tuned text classification model for detecting NSFW (Not Safe For Work) content in text messages. It is based on a transformer architecture and has been trained to distinguish between explicit sexual content (NSFW) and safe content (SFW). Developed by: MyPlaygirl AI Team Model type: Text Classification Language: English License: MIT Labels 0 : NSFW (Not Safe For Work) 1 : SFW (Safe For Work) Performance Metrics Evaluated on 100 test samples with 90% confidence threshold: Overall Performance Accuracy : 1.0000 Average Confidence : 0.9924 High Confidence Predictions (≥90%): 98/100 (98.0%) High Confidence Accuracy : 1.0000 Detailed Metrics Metric NSFW Class (0) Macro Average Precision 1.0000 1.0000 Recall 1.0000 1.0000 F1 Score 1.0000 1.0000 Confusion Matrix Usage Basic Usage with Confidence Scores Training Data The model was trained on a custom curated dataset containing: Training samples : Text messages with explicit sexual content (NSFW) and safe conversational content (SFW) Labels : Binary classification (0 = NSFW, 1 = SFW) Data source : Custom generated dataset focused on conversational text moderation Training Details…
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