distilbert-base-uncased-finetuned-imdb – AI Model by Sonali-Behera | AlphaNeural AI

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Sonali-Behera/
distilbert-base-uncased-finetuned-imdb

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distilbert-base-uncased-finetuned-imdb

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

Loss: 2.6268

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: 64
eval_batch_size: 64
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	Validation Loss
2.5545	1.0	157	2.6856
2.6118	2.0	314	2.6564
2.6601	3.0	471	2.6587
2.6754	4.0	628	2.6165
2.6586	5.0	785	2.6146
2.6329	6.0	942	2.6220
2.6282	7.0	1099	2.5967
2.6281	8.0	1256	2.6424
2.6074	9.0	1413	2.6141
2.6061	10.0	1570	2.5978

Framework versions

Transformers 4.30.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3