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rpanchad/
tacl-bert-base-uncased-finetuned-cola

Name: tacl-bert-base-uncased-finetuned-cola
Availability: InStock

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tacl-bert-base-uncased-finetuned-cola

This model is a fine-tuned version of cambridgeltl/tacl-bert-base-uncased on the glue dataset. It achieves the following results on the evaluation set:

Loss: 0.6133
Matthews Correlation: 0.4912

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: 12
eval_batch_size: 12
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.5361	1.0	713	0.5363	0.4515
0.3601	2.0	1426	0.6133	0.4912

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

rpanchad/tacl-bert-base-uncased-finetuned-cola

tacl-bert-base-uncased-finetuned-cola

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

rpanchad/
tacl-bert-base-uncased-finetuned-cola