bert-is-prabowo-gibran2

YagiASAFAS/bert-is-prabowo-gibran2

bert-is-prabowo-gibran2 is a machine learning model from YagiASAFAS. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: bert
Access: Public
Created: Nov 3, 2024
Updated: Nov 3, 2024
SHA: 37f2ac4a

Model card

From the Hugging Face model README

bert-is-prabowo-gibran2

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

Loss: 0.9691
Accuracy: 0.725

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: 8
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	20	0.6887	0.625
No log	2.0	40	0.5566	0.75
No log	3.0	60	0.7588	0.675
No log	4.0	80	0.7550	0.7
No log	5.0	100	0.8130	0.75
No log	6.0	120	0.8262	0.75
No log	7.0	140	0.8685	0.75
No log	8.0	160	0.9691	0.725

Framework versions

Transformers 4.18.0
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.12.1

Type: bert
License: apache-2.0
Created: Nov 3, 2024
Updated: Nov 3, 2024