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Klasik4444/
earist_sdg_classification

Name: earist_sdg_classification
Availability: InStock

safetensors

bert

text-classification

google-bert/bert-base-uncased

finetune

openrail

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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

python

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)