ucberkeley-dlab/mhs-scorer-modernbert-large

Measuring Hate Speech: Hate Speech Scorer

This model scores (i.e., outputs continuous values) that quantify the hatefulness of input text (typically social media comments). It is built on the work of Kennedy et al. that developed a measurement scale for hate speech.

Usage

from transformers import AutoModel, AutoTokenizer

model = AutoModel.from_pretrained("ucberkeley-dlab/mhs-scorer-modernbert-large", trust_remote_code=True)
tokenizer = AutoTokenizer.from_pretrained("AnswerDotAI/ModernBERT-large")

inputs = tokenizer("your text here", return_tensors="pt")
scores = model(**inputs)