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my_first_finetune – AI Model by colourrain | AlphaNeural AI

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colourrain/
my_first_finetune

like

0

text-classification

generated_from_trainer

google-bert/bert-base-cased

autotrain_compatible

endpoints_compatible

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cola

This model is a fine-tuned version of google-bert/bert-base-cased on the GLUE COLA dataset. It achieves the following results on the evaluation set:

Loss: 0.5596
Matthews Correlation: 0.5728

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: 32
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Framework versions

Transformers 4.51.0.dev0
Pytorch 2.5.1
Datasets 3.5.0
Tokenizers 0.21.1