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distilbert-imdb-demo – AI Model by eugenecamus | AlphaNeural AI
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eugenecamus
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distilbert-imdb-demo
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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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distilbert-imdb-demo
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: 0.4328
Accuracy: 0.928
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: 1337
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 5.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.3459
1.0
2657
0.2362
0.9091
0.1612
2.0
5314
0.2668
0.9248
0.0186
3.0
7971
0.3274
0.9323
0.1005
4.0
10628
0.3978
0.9277
0.0006
5.0
13285
0.4328
0.928
Framework versions
Transformers 4.19.2
Pytorch 1.11.0+cu102
Datasets 2.2.1
Tokenizers 0.12.1
