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machine_translation
gyr66/machine_translation
machine_translation is a translation model from gyr66. Use it when you need text moved from one language to another. It is set up for transformers.
This model is a fine-tuned version of facebook/mbart-large-cc25 on IWSLT14 En-Zh dataset.
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2.5 GB on disk
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At a glance
- Task
- Translation
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Dec 20, 2023
- Updated
- Dec 20, 2023
- SHA
- 6ac86239
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Base models
Model card
From the Hugging Face model README
eval
This model is a fine-tuned version of facebook/mbart-large-cc25 on IWSLT14 En-Zh dataset.
It achieves the following results on the evaluation set:
- eval_loss: 3.8405
- eval_bleu: 3.5173
- eval_gen_len: 21.5826
It achieves the following results on the test set:
- test_loss: 3.8337
- test_bleu: 3.277
- test_gen_len: 21.6287
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 7
- num_epochs: 9
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.1+cu117
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Translation
- Library
- transformers
- Type
- mbart
- Languages
- en, zh
- Created
- Dec 20, 2023
- Updated
- Dec 20, 2023