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# novel_zh2vi_opus_mt

This model is a fine-tuned version of [jetaudio/novel_zh2vi_opus_mt](https://huggingface.co/jetaudio/novel_zh2vi_opus_mt) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 2.0134
- Bleu: 24.8919
- Gen Len: 29.5385

## 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: 8192
- eval_batch_size: 8192
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32768
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 9

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
| 2.3577        | 0.49  | 100  | 2.8043          | 16.4194 | 28.0192 |
| 2.0937        | 0.99  | 200  | 2.5798          | 18.0362 | 27.9038 |
| 1.9052        | 1.48  | 300  | 2.4440          | 20.8549 | 28.5288 |
| 1.8261        | 1.97  | 400  | 2.3473          | 21.5438 | 29.2885 |
| 1.6957        | 2.46  | 500  | 2.2845          | 22.4789 | 29.4808 |
| 1.661         | 2.96  | 600  | 2.2147          | 23.1114 | 29.3462 |
| 1.5854        | 3.45  | 700  | 2.1639          | 24.033  | 29.7115 |
| 1.5579        | 3.94  | 800  | 2.1314          | 23.8614 | 30.1154 |
| 1.5078        | 4.43  | 900  | 2.1073          | 24.4021 | 29.875  |
| 1.4928        | 4.93  | 1000 | 2.0758          | 24.0901 | 29.8365 |
| 1.4296        | 5.42  | 1100 | 2.0576          | 24.7372 | 29.9423 |
| 1.4348        | 5.91  | 1200 | 2.0438          | 24.2759 | 29.6635 |
| 1.407         | 6.4   | 1300 | 2.0374          | 24.5099 | 29.9135 |
| 1.4009        | 6.9   | 1400 | 2.0240          | 25.2329 | 29.4231 |
| 1.3752        | 7.39  | 1500 | 2.0194          | 25.3209 | 29.8173 |
| 1.3803        | 7.88  | 1600 | 2.0142          | 25.4682 | 29.625  |
| 1.3702        | 8.37  | 1700 | 2.0139          | 25.473  | 29.5865 |
| 1.3762        | 8.87  | 1800 | 2.0134          | 24.8919 | 29.5385 |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.1.0+cu118
- Datasets 2.16.1
- Tokenizers 0.15.1

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["bleu"], "base_model": "jetaudio/novel_zh2vi_opus_mt", "model-index": [{"name": "novel_zh2vi_opus_mt", "results": []}]}
transformers safetensors marian text2text-generation generated_from_trainer base_model:jetaudio/novel_zh2vi_opus_mt license:apache-2.0 autotrain_compatible endpoints_compatible region:us