movie-genre-prediction_distilbert-base-uncased – AI Model by zayedupal | AlphaNeural AI

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zayedupal/
movie-genre-prediction_distilbert-base-uncased

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text-classification

generated_from_trainer

distilbert/distilbert-base-uncased

autotrain_compatible

endpoints_compatible

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movie-genre-prediction_distilbert-base-uncased

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: 1.5869
Accuracy: 0.4489

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: 7

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	163	1.6259	0.4358
No log	2.0	326	1.5705	0.4478
No log	3.0	489	1.5566	0.4527
1.6342	4.0	652	1.5656	0.4537
1.6342	5.0	815	1.5721	0.4504
1.6342	6.0	978	1.5825	0.4491
1.3404	7.0	1141	1.5869	0.4489

Framework versions

Transformers 4.24.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3