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my_awesome_model – AI Model by BillSchumacher | AlphaNeural AI
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my_awesome_model
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transformers
pytorch
tensorboard
albert
text-classification
generated_from_trainer
imdb
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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my_awesome_model
This model is a fine-tuned version of
albert-base-v2
on the imdb dataset. It achieves the following results on the evaluation set:
Loss: 0.2632
Accuracy: 0.9428
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
0.1874
1.0
1563
0.1782
0.9416
0.1173
2.0
3126
0.2632
0.9428
Framework versions
Transformers 4.28.1
Pytorch 2.0.0+cu117
Datasets 2.11.0
Tokenizers 0.13.3
