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xlm-roberta-base-ft-udpos213-top7lang-lr4.5e-5
iceman2434/xlm-roberta-base-ft-udpos213-top7lang-lr4.5e-5
xlm-roberta-base-ft-udpos213-top7lang-lr4.5e-5 is a token classification model from iceman2434. Use it when you need labels on individual words, such as names. It is set up for transformers.
- Model: XLM-RoBERTa (base-sized model) - Training Data: - Combined Afrikaans, Hebrew, Bulgarian, Vietnamese, Norwegian, Urdu, & Czech corpora (Top 7 Languages) - Training Details: - Base configurations with a minor a…
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Apr 16, 2024
- Updated
- Apr 16, 2024
- SHA
- 00eae4dc
Datasets
Model card
From the Hugging Face model README
Model Specification
- Model: XLM-RoBERTa (base-sized model)
- Training Data:
- Combined Afrikaans, Hebrew, Bulgarian, Vietnamese, Norwegian, Urdu, & Czech corpora (Top 7 Languages)
- Training Details:
- Base configurations with a minor adjustment in learning rate (4.5e-5)
Evaluation
- Evaluation Dataset: Universal Dependencies Tagalog Ugnayan (Testing Set)
- Tested in a zero-shot cross-lingual scenario on a Universal Dependencies Tagalog Ugnayan testing dataset (with 75.18% Accuracy)
POS Tags
- ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB
- Task
- Token Classification
- Library
- transformers
- Type
- xlm-roberta
- Languages
- tl
- Created
- Apr 16, 2024
- Updated
- Apr 16, 2024