left_padding70model – AI Model by Realgon | AlphaNeural AI

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Realgon/
left_padding70model

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text-classification

generated_from_trainer

distilbert/distilbert-base-uncased

autotrain_compatible

endpoints_compatible

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left_padding70model

This model is a fine-tuned version of distilbert-base-uncased on the imdb dataset. It achieves the following results on the evaluation set:

Accuracy: 0.9309
Loss: 0.7142

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: 10

Training results

Training Loss	Epoch	Step	Accuracy	Validation Loss
0.0473	1.0	1563	0.9279	0.4618
0.0096	2.0	3126	0.929	0.5406
0.0328	3.0	4689	0.92	0.5954
0.0192	4.0	6252	0.9288	0.5570
0.0171	5.0	7815	0.9294	0.5905
0.006	6.0	9378	0.9301	0.6330
0.0084	7.0	10941	0.9270	0.6311
0.0003	8.0	12504	0.9288	0.6783
0.0048	9.0	14067	0.9315	0.6987
0.0001	10.0	15630	0.9309	0.7142

Framework versions

Transformers 4.35.0
Pytorch 2.0.0+cu117
Datasets 2.14.6
Tokenizers 0.14.1