rasyosef/bert-mini-domain-adapted-imdb

bert-mini-domain-adapted-imdb

This model is a fine-tuned version of prajjwal1/bert-mini on imdb movie reviews dataset. It achieves the following results on the evaluation set:

• —Loss: 2.7667
• —Perplexity: 15.91

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 2e-05
• —trainbatchsize: 32
• —evalbatchsize: 32
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.37.2
• —Pytorch 2.1.0+cu121
• —Datasets 2.17.1
• —Tokenizers 0.15.2