Klasik4444/earist_sdg_classification

SDG Text Classification Model

This model identifies text related to Sustainable Development Goal. It’s built on a fine-tuned BERT base and optimized for recognizing themes like resilient infrastructure, inclusive industrialization, and technological innovation. This model is created and used for my capstone project. So improvements can be applied in the future.

Model Details

• Base model: bert-base-uncased (Google)
• Task: Text classification
• Target: 17 SDG Prediction
• Language: English
• License: OpenRAIL

Usage

from transformers import pipeline

classifier = pipeline("text-classification", model="Klasik4444/earist_sdg_classification")
text = "We are expanding broadband access to rural communities to support digital innovation."
result = classifier(text)
print(result)