students_scores_model – AI Model by EgorSys | AlphaNeural AI

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EgorSys/
students_scores_model

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text-classification

generated_from_trainer

google-bert/bert-base-uncased

autotrain_compatible

endpoints_compatible

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students_scores_model

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.8998
F1: 0.6116

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: 32
eval_batch_size: 32
seed: 42
optimizer: Use 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: 3

Training results

Training Loss	Epoch	Step	Validation Loss	F1
No log	1.0	282	1.0135	0.5125
1.0336	2.0	564	0.9235	0.5810
1.0336	3.0	846	0.8998	0.6116

Framework versions

Transformers 4.47.0
Pytorch 2.4.0
Datasets 3.1.0
Tokenizers 0.21.0