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distil-slovakbert-ner
crabz/distil-slovakbert-ner
distil-slovakbert-ner is a token classification model from crabz. Use it when you need labels on individual words, such as names. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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Repo size
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 6, 2022
- Updated
- Mar 6, 2022
- SHA
- aa6d6ce9
Try a prompt
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
distil-slovakbert-ner
This model is a fine-tuned version of crabz/distil-slovakbert on the wikiann sk dataset.
- F1: 0.9307
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10.0
Training results
Framework versions
- Transformers 4.17.0.dev0
- Pytorch 1.10.0+cu113
- Datasets 1.15.1
- Tokenizers 0.11.0
- Task
- Token Classification
- Library
- transformers
- Type
- roberta
- Created
- Mar 6, 2022
- Updated
- Mar 6, 2022