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ner-bert-german-addresses-finetuned
TomasVe/ner-bert-german-addresses-finetuned
ner-bert-german-addresses-finetuned is a machine learning model from TomasVe. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024
- SHA
- b3165a3d
Base models
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. -->
ner-bert-german-addresses-finetuned
This model is a fine-tuned version of mschiesser/ner-bert-german on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0000
- Precision: 1.0
- Recall: 1.0
- F1: 1.0
- Accuracy: 1.0
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: 2e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.0006 | 1.0 | 14959 | 0.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
| 0.0 | 2.0 | 29918 | 0.0000 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0 | 3.0 | 44877 | 0.0000 | 1.0 | 1.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.15.2
- Type
- bert
- License
- apache-2.0
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024