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VaccinChatSentenceClassifierDutch_fromBERTjeDIAL – AI Model by Jeska | AlphaNeural AI
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Jeska
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VaccinChatSentenceClassifierDutch_fromBERTjeDIAL
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
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VaccinChatSentenceClassifierDutch_fromBERTjeDIAL
This model is a fine-tuned version of
Jeska/BertjeWDialDataQA20k
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.8355
Accuracy: 0.6322
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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
3.4418
1.0
1457
2.3866
0.5406
1.7742
2.0
2914
1.9365
0.6069
1.1313
3.0
4371
1.8355
0.6322
Framework versions
Transformers 4.13.0.dev0
Pytorch 1.10.0
Datasets 1.16.1
Tokenizers 0.10.3
