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opus-mt-en-bkm-10e4encdec
kalese/opus-mt-en-bkm-10e4encdec
opus-mt-en-bkm-10e4encdec is a machine learning model from kalese. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Mar 26, 2024
- Updated
- Mar 30, 2024
- SHA
- afa3ff67
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
opus-mt-en-bkm-10e4encdec
This model is a fine-tuned version of kalese/opus-mt-en-bkm-10e64 on the arrow dataset. It achieves the following results on the evaluation set:
- Loss: 1.2402
- Bleu: 11.9039
- Gen Len: 60.1387
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 487 | 1.4043 | 8.9062 | 60.1369 |
| 1.5605 | 2.0 | 974 | 1.3602 | 9.6028 | 60.5023 |
| 1.4769 | 3.0 | 1461 | 1.3262 | 9.99 | 59.6013 |
| 1.414 | 4.0 | 1948 | 1.3001 | 10.5633 | 59.8315 |
| 1.3618 | 5.0 | 2435 | 1.2779 | 11.0103 | 60.4428 |
| 1.319 | 6.0 | 2922 | 1.2637 | 11.3109 | 59.9477 |
| 1.2873 | 7.0 | 3409 | 1.2545 | 11.5952 | 60.0526 |
| 1.2611 | 8.0 | 3896 | 1.2471 | 11.7607 | 60.3554 |
| 1.2407 | 9.0 | 4383 | 1.2418 | 11.8586 | 60.0292 |
| 1.2274 | 10.0 | 4870 | 1.2402 | 11.9039 | 60.1387 |
Framework versions
- Transformers 4.39.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Mar 26, 2024
- Updated
- Mar 30, 2024