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distilbert-base-uncased-finetuned-cola – AI Model by sgugger | AlphaNeural AI
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distilbert-base-uncased-finetuned-cola
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transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
glue
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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distilbert-base-uncased-finetuned-cola
This model is a fine-tuned version of
distilbert-base-uncased
on the glue dataset. It achieves the following results on the evaluation set:
Loss: 0.7572
Matthews Correlation: 0.5159
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Matthews Correlation
0.5256
1.0
535
0.5197
0.4033
0.3534
2.0
1070
0.5301
0.4912
0.2402
3.0
1605
0.6680
0.5033
0.1762
4.0
2140
0.7572
0.5159
0.1389
5.0
2675
0.8584
0.5127
Framework versions
Transformers 4.13.0.dev0
Pytorch 1.10.0+cu102
Datasets 1.13.4.dev0
Tokenizers 0.10.3
