metadata

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

german-party-sentiment-bert-241-synonyms

This model is a fine-tuned version of 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