---
base_model: mdraw/german-news-sentiment-bert
tags:
- generated_from_trainer
model-index:
- name: german-party-sentiment-bert-241-synonyms
  results: []
---

<!-- 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. -->

# german-party-sentiment-bert-241-synonyms

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: 1.0104

## 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: 8e-06
- 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 1.3705        | 1.0   | 28   | 1.0812          |
| 1.0214        | 2.0   | 56   | 1.0147          |
| 1.0214        | 3.0   | 84   | 1.0104          |
| 0.9279        | 4.0   | 112  | 1.0215          |
| 0.9279        | 5.0   | 140  | 1.0430          |
| 0.8797        | 6.0   | 168  | 1.0822          |
| 0.7917        | 7.0   | 196  | 1.0620          |


### Framework versions

- Transformers 4.37.1
- Pytorch 2.1.2+cu118
- Tokenizers 0.15.1