metadata
tags:
- generated_from_trainer
datasets:
- amazon_reviews_multi
model-index:
- name: bert_reviews
results: []
bert_reviews
This model was trained from scratch on the amazon_reviews_multi dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.9163
- eval_accuracy: 0.622
- eval_runtime: 40.4603
- eval_samples_per_second: 123.578
- eval_steps_per_second: 15.447
- 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