cdp-gls – AI Model by G-ML-Hyly | AlphaNeural AI

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G-ML-Hyly/
cdp-gls

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text-classification

generated_from_trainer

distilbert/distilbert-base-uncased

autotrain_compatible

endpoints_compatible

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cdp-gls

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

Loss: 3.0808
Accuracy: 0.4839

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
3.4949	1.0	10	3.4712	0.0645
3.4362	2.0	20	3.4293	0.1452
3.3557	3.0	30	3.3663	0.2581
3.2469	4.0	40	3.3081	0.3710
3.1742	5.0	50	3.2495	0.3871
3.0934	6.0	60	3.1932	0.4032
3.0142	7.0	70	3.1443	0.4516
2.9634	8.0	80	3.1101	0.4516
2.9353	9.0	90	3.0889	0.4839
2.9034	10.0	100	3.0808	0.4839

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.15.0
Tokenizers 0.15.0