metadata
license: mit
base_model: alexue4/text-normalization-ru-new
tags:
- generated_from_trainer
model-index:
- name: text-normalization-ru-new
results: []
text-normalization-ru-new
This model is a fine-tuned version of alexue4/text-normalization-ru-new on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0405
- Mean Distance: 0
- Max Distance: 6
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: 0.0001
- train_batch_size: 15
- eval_batch_size: 15
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Max Distance | Mean Distance |
|---|---|---|---|---|---|
| 0.0052 | 1.0 | 14041 | 0.0272 | 9 | 0 |
| 0.0045 | 2.0 | 28088 | 0.0327 | 0 | 9 |
| 0.0043 | 3.0 | 42132 | 0.0317 | 0 | 6 |
| 0.0042 | 4.0 | 56176 | 0.0316 | 0 | 6 |
| 0.0035 | 5.0 | 70220 | 0.0357 | 0 | 6 |
| 0.0032 | 6.0 | 84264 | 0.0365 | 0 | 6 |
| 0.0027 | 7.0 | 98308 | 0.0403 | 0 | 6 |
| 0.0027 | 8.0 | 112352 | 0.0398 | 0 | 6 |
| 0.0023 | 9.0 | 126396 | 0.0404 | 0 | 6 |
| 0.0023 | 10.0 | 140440 | 0.0385 | 0 | 6 |
| 0.002 | 11.0 | 154484 | 0.0407 | 0 | 6 |
| 0.0018 | 12.0 | 168528 | 0.0426 | 0 | 9 |
| 0.0018 | 13.0 | 182572 | 0.0422 | 0 | 6 |
| 0.0016 | 14.0 | 196616 | 0.0421 | 0 | 6 |
| 0.0016 | 15.0 | 210660 | 0.0402 | 0 | 6 |
| 0.0014 | 16.0 | 224704 | 0.0407 | 0 | 6 |
| 0.0014 | 17.0 | 238748 | 0.0427 | 0 | 6 |
| 0.0014 | 18.0 | 252792 | 0.0411 | 0 | 6 |
| 0.0013 | 19.0 | 266836 | 0.0406 | 0 | 6 |
| 0.0013 | 20.0 | 280880 | 0.0405 | 0 | 6 |
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3