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my_awesome_model_721 – AI Model by josephrich | AlphaNeural AI
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my_awesome_model_721
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transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
imdb
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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my_awesome_model_721
This model is a fine-tuned version of
distilbert-base-uncased
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.3979
Accuracy: 0.9304
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: 2
eval_batch_size: 2
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
0.4568
1.0
12500
0.4439
0.9056
0.2038
2.0
25000
0.3979
0.9304
Framework versions
Transformers 4.30.2
Pytorch 2.0.0
Datasets 2.13.1
Tokenizers 0.13.3
