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german-party-sentiment-bert-complete-synonyms-5e-5-weightdecay0 – AI Model by Commandante | AlphaNeural AI
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Commandante
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german-party-sentiment-bert-complete-synonyms-5e-5-weightdecay0
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transformers
safetensors
bert
text-classification
generated_from_trainer
mdraw/german-news-sentiment-bert
finetune
autotrain_compatible
endpoints_compatible
us
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german-party-sentiment-bert-complete-synonyms-5e-5-weightdecay0
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: 0.9462
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
0.9591
1.0
65
0.9462
0.93
2.0
130
0.9514
0.7082
3.0
195
1.0517
0.477
4.0
260
1.2972
0.3598
5.0
325
1.5431
0.2036
6.0
390
1.7175
0.1477
7.0
455
1.9095
Framework versions
Transformers 4.37.2
Pytorch 2.2.0+cu121
Tokenizers 0.15.1
