DistilBERT-base-airlines-news – AI Model by dahe827 | AlphaNeural AI

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dahe827/
DistilBERT-base-airlines-news

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text-classification

generated_from_trainer

distilbert/distilbert-base-uncased

autotrain_compatible

endpoints_compatible

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DistilBERT-base-airlines-news

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

Loss: 1.1295

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: 15
eval_batch_size: 15
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
2.1368	1.0	38	2.0494
1.8351	2.0	76	1.6843
1.7399	3.0	114	1.5185
1.3933	4.0	152	1.3511
1.1746	5.0	190	1.2313
0.9558	6.0	228	1.2232
0.7439	7.0	266	1.1295
0.4475	8.0	304	1.3039
0.2521	9.0	342	1.1722
0.16	10.0	380	1.5367

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2