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common-core-bert-hierarchical-classification_v3
iolimat482/common-core-bert-hierarchical-classification_v3
common-core-bert-hierarchical-classification_v3 is a text classification model from iolimat482. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned BERT-based model for hierarchical classification of Common Core Standard questions.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Mar 16, 2025
- Updated
- Mar 16, 2025
- SHA
- 23819be1
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Base models
Model card
From the Hugging Face model README
BERT Hierarchical Classification Model
This model is a fine-tuned BERT-based model for hierarchical classification of Common Core Standard questions.
Model Description
The model classifies input texts into the following hierarchical levels:
- Grade
- Domain
- Cluster
- Standard
Files
config.json: Model configuration.pytorch_model.bin: Model weights.modeling.py: Model class definition.tokenizer/: Tokenizer files.label_encoders.joblib: Label encoders for mapping predictions back to labels.
Usage
See instructions below on how to load and use the model.
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- en
- Created
- Mar 16, 2025
- Updated
- Mar 16, 2025