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diari-core
lproject012125/diari-core
diari-core is a text classification model from lproject012125. Use it when you need a label for a piece of text.
XLM-RoBERTa-base fine-tuned for 5-class emotion detection on English, Filipino, and Taglish diary entries.
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At a glance
- Task
- Text Classification
- Model type
- xlm-roberta
- Access
- Public
- Created
- Aug 2, 2026
- Updated
- Aug 2, 2026
- SHA
- 27a85234
Try a prompt
Model card
From the Hugging Face model README
DiariCore Mood Classifier
XLM-RoBERTa-base fine-tuned for 5-class emotion detection on English, Filipino, and Taglish diary entries.
Classes: angry, anxious, happy, neutral, sad
Architecture: XLM-RoBERTa-base + custom classification head (Dropout → Linear → LayerNorm → GELU → Dropout → Linear)
Training: Focal Loss + Label Smoothing, SWA, Differential LR, Keyword hybrid layer
Usage
See the DiariCore notebook for full inference code including calibration multipliers and keyword assist layer.
- Task
- Text Classification
- Type
- xlm-roberta
- Languages
- en, tl
- Created
- Aug 2, 2026
- Updated
- Aug 2, 2026