mt5_small_EnId
This model is a fine-tuned version of google/mt5-small on the TED and TED-X transcripts from July 2020. It achieves the following results on the evaluation set:
- Loss: 1.9483
- Bleu: 13.2121
- Gen Len: 15.8721
Model description
NMT model for English to Indonesian
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: 16
- eval_batch_size: 16
- 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: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 2.7848 | 1.0 | 8253 | 2.0240 | 11.7955 | 15.7005 |
| 2.5757 | 2.0 | 16506 | 1.9483 | 13.2121 | 15.8721 |
Framework versions
- Transformers 4.47.0.dev0
- Pytorch 2.5.0+cu121
- Datasets 3.0.2
- Tokenizers 0.20.1
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Base model
google/mt5-small