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emotion6-aurora-islamamro
Islamamro/emotion6-aurora-islamamro
emotion6-aurora-islamamro is a text classification model from Islamamro. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
Text classifier fine-tuned from distilbert-base-uncased on dair-ai/emotion (6 classes).
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536 MB on disk
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Aug 28, 2026
- Updated
- Aug 29, 2026
- SHA
- cf226b32
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
Emotion6 - Aurora - islamamro
Text classifier fine-tuned from distilbert-base-uncased on dair-ai/emotion (6 classes).
Built, trained and published end-to-end via the Aurora Research Portal by islamamro. Trained on CPU on a 1200-example demo subset.
- Base model:
distilbert-base-uncased(~67M parameters) - Held-out accuracy: 0.7867
- Held-out macro-F1: 0.5426
Honest scope
This is a demonstration of the Aurora build -> train -> publish pipeline on a small subset, not a production model. Model size here is set by the base architecture, which is varied deliberately across the Aurora showcase to span a range of parameter counts. For production, fine-tune on the full dataset.
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Aug 28, 2026
- Updated
- Aug 29, 2026