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bert-tiny-ita-lemma-classification
mascIT/bert-tiny-ita-lemma-classification
bert-tiny-ita-lemma-classification is a text classification model from mascIT. Use it when you need a label for a piece of text. It is set up for transformers.
bert-tiny-ita-lemma-classification is a text-classification model (based on bert-tiny-ita) which has been finetuned for a lemma classification task, using a private dataset of high quality dictionary data.
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Repo size
24.3 MB
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2
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Oct 8, 2023
- Updated
- Oct 8, 2023
- SHA
- 19171d23
Try a prompt
Model card
From the Hugging Face model README
bert-tiny-ita-lemma-classification is a text-classification model (based on bert-tiny-ita) which has been finetuned for a lemma classification task, using a private dataset of high quality dictionary data.
It can classify an italian lemma in the following classes:
- 'AGG': 0,
- 'VERBO_INTRANSITIVO': 1,
- 'VERBO_TRANSITIVO': 2,
- 'SOST_MASCHILE': 3,
- 'SOST_FEMMINILE': 4,
- 'AVVERBIO': 5,
- 'AGG_SOSTANTIVATO': 6
The project is still a work in progress, new versions will come with time.
Training
- epochs: 5
- lr: 1e-4
- optim: AdamW
- weight_decay: 1e-2
Eval
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- it
- Created
- Oct 8, 2023
- Updated
- Oct 8, 2023