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distilbert-base-german-europeana-cased-germeval_14
HuggingAlex1247/distilbert-base-german-europeana-cased-germeval_14
distilbert-base-german-europeana-cased-germeval_14 is a token classification model from HuggingAlex1247. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- mit
- Model type
- distilbert
- Access
- Public
- Created
- Mar 8, 2022
- Updated
- Mar 8, 2022
- SHA
- a909d427
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. -->
distilbert-base-german-europeana-cased-germeval_14
This model is a fine-tuned version of dbmdz/distilbert-base-german-europeana-cased on the germeval_14 dataset. It achieves the following results on the evaluation set:
- precision: 0.7437
- recall: 0.7571
- f1: 0.7504
- accuracy: 0.9541
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:
- num_train_epochs: 10
- train_batch_size: 8
- eval_batch_size: 8
- learning_rate: 1e-05
- weight_decay_rate: 0.01
- num_warmup_steps: 0
- fp16: True
Framework versions
- Transformers 4.17.0
- Datasets 1.18.0
- Tokenizers 0.11.6
- Task
- Token Classification
- Library
- transformers
- Type
- distilbert
- License
- mit
- Languages
- de
- Created
- Mar 8, 2022
- Updated
- Mar 8, 2022