elidle/indonesian-roberta-base-company-reputation-2

NOTE: backup model kept so app potentially doesn't break, for actual model that is going to be used go to elidle/indonesian-roberta-base-company-reputation

model_1_sentences

This model is a fine-tuned version of flax-community/indonesian-roberta-base on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6418
• Accuracy: 0.8413
• F1: 0.8421

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 4
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.4906	1.0	3415	0.4751	0.8155	0.8197
0.353	2.0	6830	0.5212	0.8391	0.8409
0.2384	3.0	10245	0.6594	0.8457	0.8449
0.1574	4.0	13660	0.9253	0.8435	0.8421

Framework versions

• Transformers 4.51.3
• Pytorch 2.6.0+cu124
• Datasets 3.6.0
• Tokenizers 0.21.1