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final_distilbert_classifier – AI Model by Jannicus | AlphaNeural AI | AlphaNeural AI
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Jannicus
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final_distilbert_classifier
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transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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final_distilbert_classifier
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0061
Accuracy: 0.998
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.0205
1.0
5967
0.0137
0.998
0.0045
2.0
11934
0.0061
0.998
Framework versions
Transformers 4.30.0
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.13.3
