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bert-finetuned-imdb – AI Model by ankitanand9 | AlphaNeural AI

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ankitanand9/
bert-finetuned-imdb

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text-classification

generated_from_trainer

google-bert/bert-base-uncased

endpoints_compatible

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bert-finetuned-imdb

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

eval_loss: 0.2293
eval_model_preparation_time: 0.0012
eval_accuracy: 0.915
eval_f1: 0.9157
eval_runtime: 7.8548
eval_samples_per_second: 636.551
eval_steps_per_second: 79.569
step: 0

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: 32
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Framework versions

Transformers 4.44.2
Pytorch 2.13.0+cu130
Datasets 2.21.0
Tokenizers 0.19.1