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tiny-mlm-glue-stsb-target-glue-rte – AI Model by muhtasham | AlphaNeural AI
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muhtasham
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tiny-mlm-glue-stsb-target-glue-rte
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transformers
pytorch
bert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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tiny-mlm-glue-stsb-target-glue-rte
This model is a fine-tuned version of
muhtasham/tiny-mlm-glue-stsb
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.7196
Accuracy: 0.5848
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
num_epochs: 200
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.6488
6.41
500
0.6737
0.5957
0.4369
12.82
1000
0.8455
0.6029
0.253
19.23
1500
1.1070
0.5740
0.1381
25.64
2000
1.3458
0.5921
0.0817
32.05
2500
1.7196
0.5848
Framework versions
Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2
