small-mlm-glue-sst2-target-glue-cola – AI Model by muhtasham | AlphaNeural AI

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muhtasham/
small-mlm-glue-sst2-target-glue-cola

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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small-mlm-glue-sst2-target-glue-cola

This model is a fine-tuned version of muhtasham/small-mlm-glue-sst2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.5598
Matthews Correlation: 0.3885

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
0.5397	1.87	500	0.6364	0.2396
0.3514	3.73	1000	0.7722	0.3110
0.2254	5.6	1500	0.8466	0.3528
0.1675	7.46	2000	0.9693	0.3824
0.1238	9.33	2500	1.1907	0.3798
0.1043	11.19	3000	1.2831	0.4028
0.0934	13.06	3500	1.3186	0.3478
0.0807	14.93	4000	1.3018	0.4120
0.0616	16.79	4500	1.4735	0.3913
0.0626	18.66	5000	1.5598	0.3885

Framework versions

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