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movie-genre-prediction_distilbert-base-uncased_full – AI Model by zayedupal | AlphaNeural AI
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movie-genre-prediction_distilbert-base-uncased_full
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transformers
pytorch
tensorboard
safetensors
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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movie-genre-prediction_distilbert-base-uncased_full
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: 3.2567
Accuracy: 0.0742
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: 200
eval_batch_size: 200
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
232
3.0253
0.0715
No log
2.0
464
2.9975
0.0767
1.641
3.0
696
3.2188
0.0735
1.641
4.0
928
3.1909
0.0776
1.4085
5.0
1160
3.2567
0.0742
Framework versions
Transformers 4.24.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
