bert_sentiment_2

This model is a fine-tuned version of Prezily/my_awesome_model on the amazon_polarity dataset. It achieves the following results on the evaluation set:

• Loss: 0.4320
• Accuracy: 0.9183

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	375	0.3221	0.901
0.3163	2.0	750	0.3553	0.914
0.0945	3.0	1125	0.4320	0.9183

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu121
• Datasets 2.15.0
• Tokenizers 0.15.0