teacher_laroseda – AI Model by mateiaassAI | AlphaNeural AI

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mateiaassAI/
teacher_laroseda

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text-classification

generated_from_trainer

dumitrescustefan/bert-base-romanian-cased-v1

autotrain_compatible

endpoints_compatible

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teacher_laroseda

This model is a fine-tuned version of dumitrescustefan/bert-base-romanian-cased-v1 on the laroseda dataset. It achieves the following results on the evaluation set:

Loss: 0.1746
F1: 0.9510
Roc Auc: 0.9510
Accuracy: 0.951
Precision: 0.9510
Recall: 0.951

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: 1.7e-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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Roc Auc	Accuracy	Precision	Recall
0.2117	1.0	688	0.1362	0.9450	0.9450	0.945	0.9450	0.945
0.1154	2.0	1376	0.1746	0.9510	0.9510	0.951	0.9510	0.951

Framework versions

Transformers 4.45.1
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0