german-party-sentiment-bert-241
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: 1.0323
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 |
|---|---|---|---|
| 1.5246 | 1.0 | 28 | 1.1341 |
| 1.047 | 2.0 | 56 | 1.0424 |
| 1.047 | 3.0 | 84 | 1.0328 |
| 0.9356 | 4.0 | 112 | 1.0323 |
| 0.9356 | 5.0 | 140 | 1.0771 |
| 0.8882 | 6.0 | 168 | 1.1110 |
| 0.7714 | 7.0 | 196 | 1.0898 |
Framework versions
- Transformers 4.37.1
- Pytorch 2.1.2+cu118
- Tokenizers 0.15.1
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Model tree for Commandante/german-party-sentiment-bert-241
Base model
mdraw/german-news-sentiment-bert