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pixel-base-finetuned-cola

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pixel-base-finetuned-cola

This model is a fine-tuned version of Team-PIXEL/pixel-base on the GLUE COLA dataset.

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: 64
eval_batch_size: 8
seed: 4
gradient_accumulation_steps: 4
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 100.0
mixed_precision_training: Apex, opt level O1

Framework versions

Transformers 4.17.0
Pytorch 1.11.0
Datasets 2.0.0
Tokenizers 0.12.1

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Dataset used to train Team-PIXEL/pixel-base-finetuned-cola

Evaluation results

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