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yefo-ufpe/
distilbert-base-uncased-imdb

Name: distilbert-base-uncased-imdb
Availability: InStock

generated_from_trainer

distilbert/distilbert-base-uncased

adapter

apache-2.0

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distilbert-base-uncased-imdb

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

Loss: 0.2120
Accuracy: 0.9174

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: 5e-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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.2638	1.0	1563	0.2400	0.9024
0.2457	2.0	3126	0.2247	0.9101
0.2299	3.0	4689	0.2143	0.9151
0.2161	4.0	6252	0.2142	0.9165
0.2246	5.0	7815	0.2120	0.9174

Framework versions

PEFT 0.12.1.dev0
Transformers 4.45.0.dev0
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1

yefo-ufpe/distilbert-base-uncased-imdb

distilbert-base-uncased-imdb

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

yefo-ufpe/
distilbert-base-uncased-imdb