sentence_classification – AI Model by djsull | AlphaNeural AI

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djsull/
sentence_classification

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text-classification

autotrain_compatible

endpoints_compatible

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sentence_classification

Loss: 0.0744
Precision: 0.9707
Recall: 0.97
F1: 0.9698
Accuracy: 0.97

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
No log	1.0	18	0.1791	0.9524	0.95	0.9497	0.95
No log	2.0	36	0.0987	0.9707	0.97	0.9698	0.97
No log	3.0	54	0.0958	0.9808	0.98	0.9800	0.98
No log	4.0	72	0.0839	0.9808	0.98	0.9797	0.98
No log	5.0	90	0.0744	0.9707	0.97	0.9698	0.97
No log	6.0	108	0.0793	0.9707	0.97	0.9698	0.97

Framework versions

Transformers 4.42.3
Pytorch 2.3.0+cu121
Datasets 2.18.0
Tokenizers 0.19.1