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earist_sdg_classification
Klasik4444/earist_sdg_classification
earist_sdg_classification is a text classification model from Klasik4444. Use it when you need a label for a piece of text. The card lists the license as openrail.
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 technologic…
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At a glance
- Task
- Text Classification
- License
- openrail
- Model type
- bert
- Access
- Public
- Created
- Dec 10, 2025
- Updated
- Dec 10, 2025
- SHA
- 3fd49063
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Base models
Model card
From the Hugging Face model README
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)
- Task
- Text Classification
- Type
- bert
- License
- openrail
- Languages
- en
- Created
- Dec 10, 2025
- Updated
- Dec 10, 2025