Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
tiny-vanilla-target-glue-cola-linear-probe – AI Model by muhtasham | AlphaNeural AI
You can deploy this model and start earning money today!
muhtasham
/
tiny-vanilla-target-glue-cola-linear-probe
like
0
transformers
pytorch
bert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
tiny-vanilla-target-glue-cola-linear-probe
This model is a fine-tuned version of
google/bert_uncased_L-2_H-128_A-2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6182
Matthews Correlation: 0.0
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
0.6219
1.87
500
0.6194
0.0
0.6094
3.73
1000
0.6188
0.0
0.6086
5.6
1500
0.6183
0.0
0.6079
7.46
2000
0.6182
0.0
Framework versions
Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2
