metadata
tags:
- generated_from_trainer
datasets:
- Displate/category_cleaning
model-index:
- name: category_cleaning
results: []
category_cleaning
This model was trained from scratch on the Displate/category_cleaning dataset. It achieves the following results on the evaluation set:
- Loss: 2.7922
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5458 | 5.0 | 10 | 1.9921 |
| 0.7085 | 10.0 | 20 | 2.8140 |
| 0.6106 | 15.0 | 30 | 2.8044 |
| 0.5148 | 20.0 | 40 | 2.7922 |
Framework versions
- Transformers 4.39.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2