---
base_model: mdraw/german-news-sentiment-bert
tags:
- generated_from_trainer
model-index:
- name: german-party-sentiment-bert-111-synonyms-5e-5
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# german-party-sentiment-bert-111-synonyms-5e-5

This model is a fine-tuned version of [mdraw/german-news-sentiment-bert](https://huggingface.co/mdraw/german-news-sentiment-bert) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0597

## 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: 20
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 120
- num_epochs: 7

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.2321        | 1.0   | 25   | 1.0597          |
| 1.0831        | 2.0   | 50   | 1.1794          |
| 1.0831        | 3.0   | 75   | 1.1942          |
| 0.8683        | 4.0   | 100  | 1.4692          |
| 0.8683        | 5.0   | 125  | 1.6251          |
| 0.4833        | 6.0   | 150  | 1.8107          |
| 0.4833        | 7.0   | 175  | 2.1145          |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.2.0+cu121
- Tokenizers 0.15.1