bert_uncased_L-2_H-128_A-2-finetuned-emotion-finetuned-tweet

This model is a fine-tuned version of muhtasham/bert_uncased_L-2_H-128_A-2-finetuned-emotion on the imdb dataset. It achieves the following results on the evaluation set:

• Loss: 0.4004
• Accuracy: 0.8717
• F1: 0.8717

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: 3e-05
• train_batch_size: 64
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• num_epochs: 200

Training results

Framework versions

• Transformers 4.24.0
• Pytorch 1.12.1+cu113
• Datasets 2.7.0
• Tokenizers 0.13.2