distilbert-base-uncased-fillmask-finetuned-imdb-classifier_nlp-course-chapter7-section2

This model is a fine-tuned version of BanUrsus/distilbert-base-uncased-finetuned-imdb_nlp-course-chapter7-section2 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.2278
• Accuracy: 0.934

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: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.3192	1.0	313	0.1938	0.932
0.1801	2.0	626	0.1996	0.931
0.1166	3.0	939	0.2278	0.934

Framework versions

• Transformers 4.35.2
• Pytorch 1.11.0+cu102
• Datasets 2.15.0
• Tokenizers 0.15.0