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distilbert-base-uncased-finetuned-cola – AI Model by j27863252 | AlphaNeural AI

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distilbert-base-uncased-finetuned-cola

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distilbert-base-uncased-finetuned-cola

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 0.5568
eval_matthews_correlation: 0.3439
eval_runtime: 0.7347
eval_samples_per_second: 1419.662
eval_steps_per_second: 89.835
epoch: 1.0
step: 1069

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: 7.137992649924669e-05
train_batch_size: 8
eval_batch_size: 16
seed: 1
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Framework versions

Transformers 4.44.0
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1