metadata
tags:
- generated_from_trainer
model-index:
- name: ReviewTrainingBot
results: []
ReviewTrainingBot
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.9745
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: 0.001
- train_batch_size: 10
- eval_batch_size: 20
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9576 | 0.19 | 2000 | 3.0142 |
| 2.9666 | 0.38 | 4000 | 2.9745 |
Framework versions
- Transformers 4.21.2
- Pytorch 1.12.1+cu113
- Tokenizers 0.12.1