greek-m2m100-4ep-384
This model is a fine-tuned version of facebook/m2m100_418M on the squad dataset. It achieves the following results on the evaluation set:
- Loss: 1.2998
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8998 | 0.67 | 100 | 1.4131 |
| 1.3718 | 1.35 | 200 | 1.3527 |
| 1.2555 | 2.03 | 300 | 1.3175 |
| 1.1075 | 2.7 | 400 | 1.3090 |
| 1.0501 | 3.38 | 500 | 1.2998 |
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.13.0
- Datasets 2.1.0
- Tokenizers 0.13.2