tiny-mlm-snli-target-glue-cola – AI Model by muhtasham | AlphaNeural AI

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muhtasham/
tiny-mlm-snli-target-glue-cola

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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tiny-mlm-snli-target-glue-cola

This model is a fine-tuned version of muhtasham/tiny-mlm-snli on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7851
Matthews Correlation: 0.1125

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: 3e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
training_steps: 5000

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.61	1.87	500	0.6206	0.0
0.6008	3.73	1000	0.6153	0.0257
0.5837	5.6	1500	0.6237	0.0218
0.5551	7.46	2000	0.6447	0.0688
0.5306	9.33	2500	0.6594	0.0973
0.5103	11.19	3000	0.6779	0.0957
0.4842	13.06	3500	0.6971	0.1010
0.4648	14.93	4000	0.7289	0.1170
0.4467	16.79	4500	0.7530	0.0991
0.4266	18.66	5000	0.7851	0.1125

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2