imdb-spoiler-distilbert – AI Model by eesuan | AlphaNeural AI

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eesuan/
imdb-spoiler-distilbert

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text-classification

generated_from_trainer

distilbert/distilbert-base-uncased

autotrain_compatible

endpoints_compatible

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imdb-spoiler-distilbert

This model is a fine-tuned version of distilbert-base-uncased on the imdb-spoiler dataset for classification. imdb-spoiler is a subset of a large-dataset for classifying whether a movie review is a spoiler or not.

It achieves the following results on the evaluation set:

Accuracy: 0.7794

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: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5139	0.35	500	0.4960	0.7761
0.4732	0.7	1000	0.4822	0.7794

Framework versions

Transformers 4.39.2
Pytorch 2.2.2+cpu
Datasets 2.18.0
Tokenizers 0.15.2