bert-base-uncased-imdb-92.8

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0703-lr5e-05_warm0.1_epoch6

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

• Loss: 0.53258
• Accuracy: 0.92816

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: 5e-05
• train_batch_size: 32
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 6.0
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.27.4
• Pytorch 1.13.1
• Datasets 2.11.0
• Tokenizers 0.13.3