metadata
library_name: peft
license: cc-by-nc-4.0
base_model: facebook/nllb-200-distilled-600M
tags:
- generated_from_trainer
model-index:
- name: nllb-lora-zh2Atayal
results: []
nllb-lora-zh2Atayal
This model is a fine-tuned version of facebook/nllb-200-distilled-600M on the None dataset. It achieves the following results on the evaluation set:
- Loss: 7.1847
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.0315 | 1.0 | 240 | 7.3253 |
| 6.9621 | 2.0 | 480 | 7.2832 |
| 6.9505 | 3.0 | 720 | 7.2591 |
| 6.9091 | 4.0 | 960 | 7.2445 |
| 6.8988 | 5.0 | 1200 | 7.2312 |
| 6.9053 | 6.0 | 1440 | 7.2217 |
| 6.8806 | 7.0 | 1680 | 7.2163 |
| 6.8691 | 8.0 | 1920 | 7.2096 |
| 6.8917 | 9.0 | 2160 | 7.2044 |
| 6.8568 | 10.0 | 2400 | 7.1998 |
| 6.8459 | 11.0 | 2640 | 7.1964 |
| 6.8482 | 12.0 | 2880 | 7.1950 |
| 6.867 | 13.0 | 3120 | 7.1915 |
| 6.8377 | 14.0 | 3360 | 7.1902 |
| 6.8557 | 15.0 | 3600 | 7.1890 |
| 6.8409 | 16.0 | 3840 | 7.1872 |
| 6.8447 | 17.0 | 4080 | 7.1870 |
| 6.8176 | 18.0 | 4320 | 7.1849 |
| 6.8346 | 19.0 | 4560 | 7.1852 |
| 7.1757 | 19.9186 | 4780 | 7.1847 |
Framework versions
- PEFT 0.15.0
- Transformers 4.51.2
- Pytorch 2.2.2+cu118
- Datasets 3.5.0
- Tokenizers 0.21.1