bert-base-cased-finetuned-semeval2010-MLM – AI Model by TimShieh | AlphaNeural AI

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TimShieh/
bert-base-cased-finetuned-semeval2010-MLM

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bert-base-cased-finetuned-semeval2010-MLM

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

Loss: 1.8670

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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.2765	1.0	835	2.0755
2.0802	2.0	1670	2.0111
1.9886	3.0	2505	1.9652
1.9251	4.0	3340	1.9313
1.886	5.0	4175	1.9044
1.8474	6.0	5010	1.8817
1.8087	7.0	5845	1.8833
1.7943	8.0	6680	1.8800
1.7716	9.0	7515	1.8520
1.7674	10.0	8350	1.8522

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2