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Model Summary

This repository contains two toxicity-classification approaches:

Logistic Regression (TF-IDF baseline)

BERT-based toxicity classifier (unitary/toxic-bert)

The goal is to compare a lightweight classical ML model with a transformer-based model using a subset of toxic comments.

Intended Use

Educational demonstration

Baseline benchmarking

Text-toxicity exploration

Not intended for production or safety-critical use.

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