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MatFil99/
bert-nlp-project-ft-google-ds-imdb

Name: bert-nlp-project-ft-google-ds-imdb
Availability: InStock

generated_from_trainer

apache-2.0

autotrain_compatible

endpoints_compatible

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bert-nlp-project-ft-google-ds-imdb

This model is a fine-tuned version of jestemleon/bert-nlp-project-google on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2646
Accuracy: 0.9455
F1: 0.9446

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: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.2684	0.38	750	0.1850	0.9315	0.9295
0.2105	0.75	1500	0.1734	0.9407	0.9385
0.1767	1.12	2250	0.2229	0.9337	0.9346
0.1259	1.5	3000	0.2029	0.9423	0.9401
0.1187	1.88	3750	0.2554	0.9353	0.9359
0.0778	2.25	4500	0.2759	0.9433	0.9418
0.06	2.62	5250	0.2663	0.9443	0.9428
0.0551	3.0	6000	0.2646	0.9455	0.9446

Framework versions

Transformers 4.25.1
Pytorch 1.13.0+cu116
Datasets 2.8.0
Tokenizers 0.13.2

MatFil99/bert-nlp-project-ft-google-ds-imdb

bert-nlp-project-ft-google-ds-imdb

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MatFil99/
bert-nlp-project-ft-google-ds-imdb