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boomkamae-bert-error-classifier
Zuzu02/boomkamae-bert-error-classifier
boomkamae-bert-error-classifier is a text classification model from Zuzu02. Use it when you need a label for a piece of text. It is set up for transformers.
Modelo BERT japonés fine-tuneado para detectar errores gramaticales en oraciones japonesas.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Sep 9, 2026
- Updated
- Sep 30, 2026
- SHA
- 2f14a403
Base models
Model card
From the Hugging Face model README
BoomKamae BERT Error Classifier V1
Modelo BERT japonés fine-tuneado para detectar errores gramaticales en oraciones japonesas.
Arquitectura
BertForSequenceClassification
Número de clases
8
Clases
- CORRECT
- PARTICLE_ERROR
- WORD_ORDER
- VERB_FORM
- MISSING_ELEMENT
- ADJECTIVE_ERROR
- EXTRA_ELEMENT
- SEMANTIC_ERROR
Resultados V1 sobre TEST
- Accuracy: 76.67%
- Precision Macro: 75.51%
- Recall Macro: 57.45%
- F1 Macro: 58.83%
- Test Loss: 1.5281
Configuración
- Base: tohoku-nlp/bert-base-japanese-v3
- Epochs: 5
- Learning rate: 2e-5
- Batch size: 8
- Weight decay: 0.01
- Max length: 128
- Tipo: clasificación multiclase de una sola etiqueta
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- ja
- Created
- Sep 9, 2026
- Updated
- Sep 30, 2026