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--- |
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license: mit |
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tags: |
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- generated_from_trainer |
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metrics: |
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- f1 |
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widget: |
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- text: "11004RLT790AG01BS01" |
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- text: "11004RLT615AB01BM06" |
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- text: "12064RLT606KL02RM01" |
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- text: "11004RLT722VA01AS01" |
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- text: "Abl. Anl. 15 Aufzugm." |
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model-index: |
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- name: Klassifizierung-RLT |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# Klassifizierung-RLT |
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This model is a fine-tuned version of [bert-base-german-cased](https://huggingface.co/bert-base-german-cased) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.0616 |
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- F1: 0.9852 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 3.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | F1 | |
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|:-------------:|:-----:|:----:|:---------------:|:------:| |
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| 0.828 | 1.0 | 292 | 0.2156 | 0.9447 | |
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| 0.1491 | 2.0 | 584 | 0.0832 | 0.9805 | |
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| 0.0695 | 3.0 | 876 | 0.0616 | 0.9852 | |
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### Framework versions |
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- Transformers 4.22.2 |
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- Pytorch 1.12.1+cu113 |
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- Datasets 2.5.1 |
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- Tokenizers 0.12.1 |
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