from transformers import pipeline

classifier = pipeline("sentiment-analysis", model="marksoulier/hf-workshop-sentiment")
classifier("I loved this film!")
# [{'label': 'POSITIVE', 'score': 0.998}]

Training

Training code, dependencies, and full reproduction steps are on GitHub: https://github.com/marksoulier/hf-workshop

bash

git clone https://github.com/marksoulier/hf-workshop
cd hf-workshop
uv run train.py