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Model_analisis_sentimen – AI Model by hanifnoerr | AlphaNeural AI

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hanifnoerr/
Model_analisis_sentimen

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text-classification

generated_from_trainer

indobenchmark/indobert-base-p1

autotrain_compatible

endpoints_compatible

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Model_analisis_sentimen

This model is a fine-tuned version of indobenchmark/indobert-base-p1 on the indonlu dataset. It achieves the following results on the evaluation set:

Loss: 0.4175
Accuracy: 0.9413
Precision: 0.9167
Recall: 0.9068
F1: 0.9116

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

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1