bert-indonesian-finetuned-news-v2 – AI Model by pramudyalyza | AlphaNeural AI

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pramudyalyza/
bert-indonesian-finetuned-news-v2

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text-classification

generated_from_trainer

ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa

autotrain_compatible

endpoints_compatible

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bert-indonesian-finetuned-news-v2

This model is a fine-tuned version of ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3352
F1: 0.8548

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: 1e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 7

Training results

Training Loss	Epoch	Step	Validation Loss	F1
1.2467	1.0	1000	0.3352	0.8548
0.3142	2.0	2000	0.3523	0.8576
0.2848	3.0	3000	0.3878	0.8584
0.2481	4.0	4000	0.4034	0.8676
0.2225	5.0	5000	0.4437	0.8705
0.2038	6.0	6000	0.4584	0.8706
0.1927	7.0	7000	0.4541	0.8710

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1