---
license: mit
tags:
- generated_from_trainer
base_model: dbmdz/bert-base-german-cased
model-index:
- name: LF6_Service_Classifier
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# LF6_Service_Classifier

This model is a fine-tuned version of [dbmdz/bert-base-german-cased](https://huggingface.co./dbmdz/bert-base-german-cased) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0313

## 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: 8
- eval_batch_size: 8
- 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 0.2568        | 1.0   | 600  | 0.0639          |
| 0.0553        | 2.0   | 1200 | 0.0359          |
| 0.0515        | 3.0   | 1800 | 0.0313          |


### Framework versions

- Transformers 4.29.2
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3