german-sentiment-bert-retrained-20240110

This model is a fine-tuned version of oliverguhr/german-sentiment-bert on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.3965

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
2.2379	1.0	3	1.6068
2.2379	2.0	6	1.5979
2.2379	3.0	9	1.5805
2.2379	4.0	12	1.5571
2.2379	5.0	15	1.5176
2.2379	6.0	18	1.4626
2.2379	7.0	21	1.3965

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu121
• Tokenizers 0.15.0