results

This model was trained from scratch on the amazon_reviews_multi dataset. It achieves the following results on the evaluation set:

• eval_loss: 0.9162
• eval_accuracy: 0.6114
• eval_runtime: 40.4649
• eval_samples_per_second: 123.564
• eval_steps_per_second: 15.445
• epoch: 0.04
• step: 1000

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: 1.2e-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
• training_steps: 20000

Framework versions

• Transformers 4.34.1
• Pytorch 2.1.0+cu118
• Datasets 2.14.6
• Tokenizers 0.14.1