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opus-mt-en-bkm-10e32
kalese/opus-mt-en-bkm-10e32
opus-mt-en-bkm-10e32 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 19, 2024
- Updated
- Mar 25, 2024
- SHA
- d4d1f8fa
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-10e32
This model is a fine-tuned version of kalese/opus-mt-en-bkm on the arrow dataset. It achieves the following results on the evaluation set:
- Loss: 0.5341
- Bleu: 32.9859
- Gen Len: 59.4587
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 |
|---|---|---|---|---|---|
| 0.6836 | 1.0 | 557 | 0.5107 | 34.8746 | 59.0061 |
| 0.6574 | 2.0 | 1114 | 0.5185 | 34.148 | 59.4474 |
| 0.635 | 3.0 | 1671 | 0.5243 | 33.7365 | 59.0982 |
| 0.6196 | 4.0 | 2228 | 0.5271 | 33.4739 | 59.0476 |
| 0.6032 | 5.0 | 2785 | 0.5302 | 33.1361 | 59.1885 |
| 0.5942 | 6.0 | 3342 | 0.5329 | 33.2175 | 59.511 |
| 0.5794 | 7.0 | 3899 | 0.5345 | 32.8581 | 59.3146 |
| 0.5671 | 8.0 | 4456 | 0.5344 | 33.0341 | 59.4416 |
| 0.5532 | 9.0 | 5013 | 0.5340 | 32.8106 | 59.42 |
| 0.5494 | 10.0 | 5570 | 0.5341 | 32.9859 | 59.4587 |
Framework versions
- Transformers 4.39.1
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Mar 19, 2024
- Updated
- Mar 25, 2024