Mybert-base-banking77-pt2 – AI Model by hcy60662 | AlphaNeural AI

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hcy60662/
Mybert-base-banking77-pt2

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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Mybert-base-banking77-pt2

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

Loss: 4.3851
F1: 0.0003

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: 0.0001
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	F1
4.372	1.0	626	4.4237	0.0003
4.3565	2.0	1252	4.4193	0.0003
4.3503	3.0	1878	4.4190	0.0003
4.3549	4.0	2504	4.4050	0.0003
4.3406	5.0	3130	4.4100	0.0003
4.3309	6.0	3756	4.3986	0.0003
4.3364	7.0	4382	4.3877	0.0003
4.3298	8.0	5008	4.3892	0.0003
4.3249	9.0	5634	4.3859	0.0003
4.3117	10.0	6260	4.3851	0.0003

Framework versions

Transformers 4.48.1
Pytorch 2.5.1+cu121
Datasets 3.2.0
Tokenizers 0.21.0