m2m-amharic-synonym
This model is a fine-tuned version of facebook/m2m100_418M on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4389
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: 2e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- 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: 100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.3933 | 1.0 | 151 | 2.1359 |
| 0.4952 | 2.0 | 302 | 0.4937 |
| 0.4215 | 3.0 | 453 | 0.4480 |
| 0.3835 | 4.0 | 604 | 0.4390 |
| 0.3626 | 5.0 | 755 | 0.4338 |
| 0.3323 | 6.0 | 906 | 0.4341 |
| 0.3024 | 7.0 | 1057 | 0.4389 |
Framework versions
- Transformers 4.47.0
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
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Base model
facebook/m2m100_418M