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censorship_classifier_transformer – AI Model by Tensorride | AlphaNeural AI
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Tensorride
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censorship_classifier_transformer
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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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censorship_classifier_transformer
This model is a fine-tuned version of
distilbert-base-uncased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6150
Accuracy: 0.7727
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: 4
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
2
0.6542
0.5909
No log
2.0
4
0.6344
0.5909
No log
3.0
6
0.6212
0.6364
No log
4.0
8
0.6150
0.7727
Framework versions
Transformers 4.30.2
Pytorch 2.0.1+cpu
Datasets 2.13.1
Tokenizers 0.13.3
